{ "schema_version": 2, "corpus_scope": "all_resume_markdown_including_unapproved_drafts", "resumes_dir": "resumes", "resume_count": 37, "roles": [ { "company": "EPIC GAMES", "role": "Agentic Finance | Automated the Finance Org's FP&A Tooling on AI Agents" }, { "company": "EPIC GAMES", "role": "Agentic Finance | Internal Tooling & Enablement" }, { "company": "EPIC GAMES", "role": "Agentic Finance | Self-Service Cost & Data Tooling for Finance and EPD" }, { "company": "EPIC GAMES", "role": "Agentic Tooling | Strategic Finance" }, { "company": "EPIC GAMES", "role": "Finance & Strategy | AI Product Launches & Analytics" }, { "company": "EPIC GAMES", "role": "Finance & Strategy | AI Unit Economics, Compute & FP&A" }, { "company": "EPIC GAMES", "role": "Finance & Strategy | Game Dev Tools Monetization" }, { "company": "EPIC GAMES", "role": "Finance & Strategy | Infrastructure Economics & AI Creator Tools" }, { "company": "EPIC GAMES", "role": "Finance Systems | Data & Self-Service Tooling" }, { "company": "EPIC GAMES", "role": "Operating Systems & AI Workflows" }, { "company": "EPIC GAMES", "role": "Senior Financial Analyst" }, { "company": "EPIC GAMES", "role": "Senior Financial Analyst | GTM Finance, Unreal Engine & AI Products" }, { "company": "EPIC GAMES", "role": "Strategic Finance | Pricing, Planning & Unit Economics, AI Creator Tools" }, { "company": "EPIC GAMES", "role": "Strategy & Operations | AI Product Launches" }, { "company": "EPIC GAMES", "role": "Strategy & Operations | Finance, Launches & AI Workflows" }, { "company": "PASS+", "role": "Chief of Staff" }, { "company": "PASS+", "role": "Chief of Staff (MBA Intern)" }, { "company": "PASS+", "role": "Chief of Staff to CEO" }, { "company": "PASS+", "role": "Chief of Staff to CEO (MBA Summer Intern)" }, { "company": "PASS+", "role": "Chief of Staff | Product Marketing & Growth (MBA Intern)" }, { "company": "RAINSHINE ENTERTAINMENT", "role": "Corporate Development & Finance, Manager" }, { "company": "RAINSHINE ENTERTAINMENT", "role": "Corporate Development & Operations, Manager" }, { "company": "RAINSHINE ENTERTAINMENT", "role": "Manager, Corporate Development and Finance" }, { "company": "SHARECHAT", "role": "Business Operations | Product Launches & Adoption" }, { "company": "SHARECHAT", "role": "Manager, Strategic Finance" }, { "company": "SHARECHAT", "role": "Manager, Strategic Finance | Sales Planning & Revenue Operations" }, { "company": "SHARECHAT", "role": "Product Marketing & Growth (Consumer Products)" }, { "company": "SHARECHAT", "role": "Special Projects & Business Operations (CEO's Office) | Finance, Revenue & Marketing Ops" }, { "company": "SHARECHAT", "role": "Strategic Finance | Creator Monetization & Revenue Planning" }, { "company": "SHARECHAT", "role": "Strategic Finance | Forecasting, Fundraising & Scenario Planning" }, { "company": "SHARECHAT", "role": "Strategic Finance, Manager" } ], "bullets": [ { "text": "Built the unit economics framework for Epic's AI credits platform using API costs, usage, cache hit rates, and customer data, preventing ~$25M in annualized downside risk and supporting 50% target gross margin", "cluster_id": "epic-ai-credits-pricing", "word_count": 32, "opening_verb": "Built", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "analytics", "technical", "operations" ], "metrics": [ "$25M", "50%", "25M", "25", "50" ], "keywords": [ "unit", "economics", "framework", "Epic", "credits", "platform", "API", "costs" ], "source_resume": "anthropic_analytics/darsh_shah_anthropic_analytics_finance_strategy_resume.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Senior Financial Analyst", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES | North Carolina", "**Senior Financial Analyst**" ] }, { "text": "Created a contract-to-cash analytics workflow that reconciled signed terms, market release signals, and Workday payment data, identifying $2M in revenue leakage and release-term gaps across 40 contracts", "cluster_id": "epic-contract-to-cash-revenue-leakage", "word_count": 27, "opening_verb": "Created", "bullet_shape": "system_or_workflow", "critique": { "flags": [ "implementation_heavy" ], "hints": [ "Check nearby bullets; if several are system-building bullets, reframe one around the decision or business result." ] }, "themes": [ "leadership", "finance", "analytics" ], "metrics": [ "$2M", "2M", "2", "40" ], "keywords": [ "contract-to-cash", "analytics", "workflow", "reconciled", "signed", "terms", "market", "release" ], "source_resume": "anthropic_analytics/darsh_shah_anthropic_analytics_finance_strategy_resume.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Senior Financial Analyst", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES | North Carolina", "**Senior Financial Analyst**" ] }, { "text": "Quantified Unreal Engine's mobile and China market opportunity across 38,000 games by reconciling fragmented third-party datasets, shaping TAM assumptions, annual planning targets, and market share strategy", "cluster_id": "epic-market-intelligence-tam", "word_count": 26, "opening_verb": "Quantified", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [], "hints": [] }, "themes": [ "analytics", "technical" ], "metrics": [ "38,000" ], "keywords": [ "market", "Quantified", "Unreal", "Engine", "mobile", "China", "opportunity", "games" ], "source_resume": "anthropic_analytics/darsh_shah_anthropic_analytics_finance_strategy_resume.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Senior Financial Analyst", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES | North Carolina", "**Senior Financial Analyst**" ] }, { "text": "Designed Unreal Engine royalty guardrails, setting exemption, minimum guarantee, and exception thresholds that reduced repeat escalations and raised average royalty rates from <1% to ~3% across a $350M-$400M base", "cluster_id": "epic-royalty-guardrails", "word_count": 29, "opening_verb": "Designed", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [], "metrics": [ "$350M", "$400M", "1%", "3%", "350M", "400M", "1", "3", "350", "400" ], "keywords": [ "royalty", "Designed", "Unreal", "Engine", "guardrails", "setting", "exemption", "minimum" ], "source_resume": "anthropic_analytics/darsh_shah_anthropic_analytics_finance_strategy_resume.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Senior Financial Analyst", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES | North Carolina", "**Senior Financial Analyst**" ] }, { "text": "Drove $500K in annualized EBITDA growth by redesigning three B2B SaaS pricing tiers around usage, storage costs, churn risk, and competitor benchmarks, then leading rollout with CEO, marketing, and support", "cluster_id": "pass-pricing-tiers", "word_count": 30, "opening_verb": "Drove", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "finance", "operations", "growth" ], "metrics": [ "$500K", "500K", "500" ], "keywords": [ "Drove", "annualized", "EBITDA", "growth", "redesigning", "three", "B2B", "SaaS" ], "source_resume": "anthropic_analytics/darsh_shah_anthropic_analytics_finance_strategy_resume.md", "section": "Professional Experience", "company": "PASS+", "role": "Chief of Staff to CEO (MBA Summer Intern)", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2023 | PASS+ (B2B SaaS, 25K users) | Los Angeles, CA", "**Chief of Staff to CEO (MBA Summer Intern)**" ] }, { "text": "Redesigned PASS+'s free-trial model into a reverse free trial after identifying conversion drop-off and churn risk, lifting paid conversion by ~25% and generating $390K in annualized gross margin growth", "cluster_id": "pass-reverse-free-trial", "word_count": 29, "opening_verb": "Redesigned", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "growth" ], "metrics": [ "$390K", "25%", "390K", "25", "390" ], "keywords": [ "conversion", "Redesigned", "PASS+", "free-trial", "model", "reverse", "free", "trial" ], "source_resume": "anthropic_analytics/darsh_shah_anthropic_analytics_finance_strategy_resume.md", "section": "Professional Experience", "company": "PASS+", "role": "Chief of Staff to CEO (MBA Summer Intern)", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2023 | PASS+ (B2B SaaS, 25K users) | Los Angeles, CA", "**Chief of Staff to CEO (MBA Summer Intern)**" ] }, { "text": "Improved weekly sales and business reviews by replacing manual Google Sheets reporting with a Salesforce revenue forecast built from CRM, pipeline, and inventory data, giving leaders monthly forecasts within 5% of actuals", "cluster_id": "sharechat-salesforce-workflow", "word_count": 32, "opening_verb": "Improved", "bullet_shape": "system_or_workflow", "critique": { "flags": [], "hints": [] }, "themes": [ "finance", "analytics" ], "metrics": [ "5%", "5" ], "keywords": [ "weekly", "sales", "business", "reviews", "replacing", "manual", "Google", "Sheets" ], "source_resume": "anthropic_analytics/darsh_shah_anthropic_analytics_finance_strategy_resume.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Manager, Strategic Finance", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed platform, 180M MAU) | Bengaluru, India", "**Manager, Strategic Finance**" ] }, { "text": "Rolled out Salesforce as the source of truth for 100+ ad sales reps, designing approval rules and Sales-to-Legal-to-Finance-to-Ad-Ops handoffs that drove 99% adoption and improved deal data completeness", "cluster_id": "sharechat-salesforce-workflow", "word_count": 28, "opening_verb": "Rolled", "bullet_shape": "system_or_workflow", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "analytics", "operations" ], "metrics": [ "99%", "100", "99" ], "keywords": [ "Rolled", "out", "Salesforce", "source", "truth", "sales", "reps", "designing" ], "source_resume": "anthropic_analytics/darsh_shah_anthropic_analytics_finance_strategy_resume.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Manager, Strategic Finance", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed platform, 180M MAU) | Bengaluru, India", "**Manager, Strategic Finance**" ] }, { "text": "Owned revenue planning for ShareChat's $255M Series G across self-serve, programmatic, and direct ad sales lines, translating business-unit inputs for a 200M MAU platform into investor diligence materials", "cluster_id": "sharechat-series-g-revenue-planning", "word_count": 28, "opening_verb": "Owned", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "finance", "technical", "operations" ], "metrics": [ "$255M", "255M", "200M", "255", "200" ], "keywords": [ "Owned", "revenue", "planning", "ShareChat", "Series", "self-serve", "programmatic", "direct" ], "source_resume": "anthropic_analytics/darsh_shah_anthropic_analytics_finance_strategy_resume.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Manager, Strategic Finance", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed platform, 180M MAU) | Bengaluru, India", "**Manager, Strategic Finance**" ] }, { "text": "Shaped unit economics for ShareChat's live audio gifting product, forecasting DAUs, paying users, creator payouts, retention, and contribution margin to guide feature and investment decisions through a 5x GMV ramp", "cluster_id": "sharechat-live-audio-unit-economics", "word_count": 30, "opening_verb": "Shaped", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance", "growth" ], "metrics": [ "5x", "5" ], "keywords": [ "Shaped", "unit", "economics", "ShareChat", "live", "audio", "gifting", "product" ], "source_resume": "anthropic_analytics/darsh_shah_anthropic_analytics_finance_strategy_resume.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Manager, Strategic Finance", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed platform, 180M MAU) | Bengaluru, India", "**Manager, Strategic Finance**" ] }, { "text": "Translated $75M+ in acquisition and content IP deals into post-close budgets and integration targets for executives and board, helping teams track synergy delivery after close", "cluster_id": "rainshine-acquisition-integration-planning", "word_count": 25, "opening_verb": "Translated", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "operations", "growth" ], "metrics": [ "$75M", "75M", "75" ], "keywords": [ "Translated", "acquisition", "content", "deals", "post-close", "budgets", "integration", "targets" ], "source_resume": "anthropic_analytics/darsh_shah_anthropic_analytics_finance_strategy_resume.md", "section": "Professional Experience", "company": "RAINSHINE ENTERTAINMENT", "role": "Manager, Corporate Development and Finance", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2017 - 2021 | RAINSHINE ENTERTAINMENT (Media/Gaming Investment Platform) | Mumbai, India", "**Manager, Corporate Development and Finance**" ] }, { "text": "Modeled and tracked shared-services savings across 5 acquired content businesses, helping realize $20M-$30M in annual cost reductions through shared staffing and vendor renegotiation that flowed into the operating plan", "cluster_id": "rainshine-shared-services-cost-savings", "word_count": 29, "opening_verb": "Modeled", "bullet_shape": "leadership_or_rollout", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership" ], "metrics": [ "$20M", "$30M", "20M", "30M", "5", "20", "30" ], "keywords": [ "Modeled", "tracked", "shared-services", "savings", "acquired", "content", "businesses", "helping" ], "source_resume": "anthropic_analytics/darsh_shah_anthropic_analytics_finance_strategy_resume.md", "section": "Professional Experience", "company": "RAINSHINE ENTERTAINMENT", "role": "Manager, Corporate Development and Finance", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2017 - 2021 | RAINSHINE ENTERTAINMENT (Media/Gaming Investment Platform) | Mumbai, India", "**Manager, Corporate Development and Finance**" ] }, { "text": "Used an AI credits planning model to align Product and Engineering leadership on cache-rate, pricing, and inference-cost targets, making cost an engineering KPI while supporting 50% gross margin and avoiding ~$25M downside risk", "cluster_id": "epic-ai-credits-pricing", "word_count": 33, "opening_verb": "Used", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "technical", "operations" ], "metrics": [ "$25M", "50%", "25M", "50", "25" ], "keywords": [ "Used", "credits", "planning", "model", "align", "Product", "Engineering", "leadership" ], "source_resume": "anthropic_corporate_fpa/darsh_shah_anthropic_corporate_finance_strategy_resume.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Senior Financial Analyst", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES | North Carolina", "**Senior Financial Analyst**" ] }, { "text": "Presented recurring Unreal Engine close and QBR analyses to leadership, explaining royalty, licensing, and bookings variances that informed budget reallocations, investment reviews, headcount decisions, and revenue-risk calls", "cluster_id": "epic-presented-recurring-unreal-engine", "word_count": 27, "opening_verb": "Presented", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "finance" ], "metrics": [], "keywords": [ "Presented", "recurring", "Unreal", "Engine", "close", "QBR", "analyses", "leadership" ], "source_resume": "anthropic_corporate_fpa/darsh_shah_anthropic_corporate_finance_strategy_resume.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Senior Financial Analyst", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES | North Carolina", "**Senior Financial Analyst**" ] }, { "text": "Quantified Unreal Engine's mobile and China market opportunity across 38,000 games, creating missing-market assumptions that informed ~$15M in China team investment, annual planning targets, and a China mobile project", "cluster_id": "epic-market-intelligence-tam", "word_count": 29, "opening_verb": "Quantified", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "finance" ], "metrics": [ "$15M", "15M", "38,000", "15" ], "keywords": [ "China", "mobile", "Quantified", "Unreal", "Engine", "market", "opportunity", "games" ], "source_resume": "anthropic_corporate_fpa/darsh_shah_anthropic_corporate_finance_strategy_resume.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Senior Financial Analyst", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES | North Carolina", "**Senior Financial Analyst**" ] }, { "text": "Recommended shifting $15M+ in 3D asset marketplace minimum guarantees toward smaller creator deals, using 500+ asset and 50+ publisher-deal analysis to show 4x higher observed ROI for product and content leadership", "cluster_id": "epic-royalty-guardrails", "word_count": 31, "opening_verb": "Recommended", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "analytics" ], "metrics": [ "$15M", "4x", "15M", "15", "3", "500", "50", "4" ], "keywords": [ "asset", "Recommended", "shifting", "marketplace", "minimum", "guarantees", "toward", "smaller" ], "source_resume": "anthropic_corporate_fpa/darsh_shah_anthropic_corporate_finance_strategy_resume.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Senior Financial Analyst", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES | North Carolina", "**Senior Financial Analyst**" ] }, { "text": "Drove $500K in annualized EBITDA growth by raising effective prices, reshaping the free tier, and reducing bundled storage across three B2B SaaS plans while managing migration risk with marketing and customer success", "cluster_id": "pass-pricing-tiers", "word_count": 32, "opening_verb": "Drove", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "finance", "technical", "growth" ], "metrics": [ "$500K", "500K", "500" ], "keywords": [ "Drove", "annualized", "EBITDA", "growth", "raising", "effective", "prices", "reshaping" ], "source_resume": "anthropic_corporate_fpa/darsh_shah_anthropic_corporate_finance_strategy_resume.md", "section": "Professional Experience", "company": "PASS+", "role": "Chief of Staff to CEO (MBA Summer Intern)", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2023 | PASS+ (B2B SaaS, 25K users) | Los Angeles, CA", "**Chief of Staff to CEO (MBA Summer Intern)**" ] }, { "text": "Redesigned PASS+'s free-trial model into a reverse free trial after identifying conversion drop-off and churn risk, lifting paid conversion by ~25% and generating $390K in annualized gross profit", "cluster_id": "pass-reverse-free-trial", "word_count": 28, "opening_verb": "Redesigned", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "growth" ], "metrics": [ "$390K", "25%", "390K", "25", "390" ], "keywords": [ "conversion", "Redesigned", "PASS+", "free-trial", "model", "reverse", "free", "trial" ], "source_resume": "anthropic_corporate_fpa/darsh_shah_anthropic_corporate_finance_strategy_resume.md", "section": "Professional Experience", "company": "PASS+", "role": "Chief of Staff to CEO (MBA Summer Intern)", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2023 | PASS+ (B2B SaaS, 25K users) | Los Angeles, CA", "**Chief of Staff to CEO (MBA Summer Intern)**" ] }, { "text": "Owned revenue planning for ShareChat's $255M Series G across self-serve, programmatic, and direct ad sales lines, translating business-unit forecasts into investor diligence materials and updates", "cluster_id": "sharechat-series-g-revenue-planning", "word_count": 25, "opening_verb": "Owned", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "finance", "operations" ], "metrics": [ "$255M", "255M", "255" ], "keywords": [ "Owned", "revenue", "planning", "ShareChat", "Series", "self-serve", "programmatic", "direct" ], "source_resume": "anthropic_corporate_fpa/darsh_shah_anthropic_corporate_finance_strategy_resume.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Manager, Strategic Finance", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed platform, 180M MAU) | Bengaluru, India", "**Manager, Strategic Finance**" ] }, { "text": "Improved weekly sales and quarterly business reviews by replacing manual Google Sheets reporting with a Salesforce revenue forecast, increasing pipeline-risk visibility and keeping monthly forecasts within 5% of actuals", "cluster_id": "sharechat-salesforce-workflow", "word_count": 29, "opening_verb": "Improved", "bullet_shape": "system_or_workflow", "critique": { "flags": [], "hints": [] }, "themes": [ "finance" ], "metrics": [ "5%", "5" ], "keywords": [ "weekly", "sales", "quarterly", "business", "reviews", "replacing", "manual", "Google" ], "source_resume": "anthropic_corporate_fpa/darsh_shah_anthropic_corporate_finance_strategy_resume.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Manager, Strategic Finance", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed platform, 180M MAU) | Bengaluru, India", "**Manager, Strategic Finance**" ] }, { "text": "Shaped the business case for ShareChat's live audio virtual gifting product, tying creator payouts and contribution margin to feature and investment decisions as monthly GMV grew from ~$1M to ~$5M", "cluster_id": "sharechat-live-audio-unit-economics", "word_count": 30, "opening_verb": "Shaped", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance" ], "metrics": [ "$1M", "$5M", "1M", "5M", "1", "5" ], "keywords": [ "Shaped", "business", "case", "ShareChat", "live", "audio", "virtual", "gifting" ], "source_resume": "anthropic_corporate_fpa/darsh_shah_anthropic_corporate_finance_strategy_resume.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Manager, Strategic Finance", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed platform, 180M MAU) | Bengaluru, India", "**Manager, Strategic Finance**" ] }, { "text": "Set bulk inventory discount recommendations for a closed $50M+ annual advertising deal, balancing committed spend, ad-yield tradeoffs, and revenue predictability for Sales and Commercial leaders", "cluster_id": "epic-set-bulk-inventory-discount", "word_count": 25, "opening_verb": "Set", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "finance" ], "metrics": [ "$50M", "50M", "50" ], "keywords": [ "Set", "bulk", "inventory", "discount", "recommendations", "closed", "annual", "advertising" ], "source_resume": "anthropic_corporate_fpa/darsh_shah_anthropic_corporate_finance_strategy_resume.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Manager, Strategic Finance", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed platform, 180M MAU) | Bengaluru, India", "**Manager, Strategic Finance**" ] }, { "text": "Built acquisition P&Ls and post-close operating plans for $75M+ in studio acquisitions, translating diligence assumptions into integration budgets, synergy targets, and finance review materials", "cluster_id": "rainshine-acquisition-integration-planning", "word_count": 24, "opening_verb": "Built", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "finance", "operations", "growth" ], "metrics": [ "$75M", "75M", "75" ], "keywords": [ "acquisition", "post-close", "operating", "plans", "studio", "acquisitions", "translating", "diligence" ], "source_resume": "anthropic_corporate_fpa/darsh_shah_anthropic_corporate_finance_strategy_resume.md", "section": "Professional Experience", "company": "RAINSHINE ENTERTAINMENT", "role": "Manager, Corporate Development and Finance", "approval_status": "approved", "achievement_id": "rainshine-acquisition-integration-planning", "context": [ "### 2017 - 2021 | RAINSHINE ENTERTAINMENT (Media/Gaming Investment Platform) | Mumbai, India", "**Manager, Corporate Development and Finance**" ] }, { "text": "Tracked synergy realization across 5 acquired content businesses, helping convert shared-staffing and vendor-renegotiation plans into $20M-$30M in realized annual cost reductions", "cluster_id": "rainshine-shared-services-cost-savings", "word_count": 21, "opening_verb": "Tracked", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [], "metrics": [ "$20M", "$30M", "20M", "30M", "5", "20", "30" ], "keywords": [ "Tracked", "synergy", "realization", "acquired", "content", "businesses", "helping", "convert" ], "source_resume": "anthropic_corporate_fpa/darsh_shah_anthropic_corporate_finance_strategy_resume.md", "section": "Professional Experience", "company": "RAINSHINE ENTERTAINMENT", "role": "Manager, Corporate Development and Finance", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2017 - 2021 | RAINSHINE ENTERTAINMENT (Media/Gaming Investment Platform) | Mumbai, India", "**Manager, Corporate Development and Finance**" ] }, { "text": "Owned finance review for 5-6 monthly Unreal Engine deal quotes and approvals, using royalty guardrails to help deal teams structure negotiations and raise weighted average royalty rates from <1% to ~3% across a $350M-$400M base", "cluster_id": "epic-royalty-guardrails", "word_count": 35, "opening_verb": "Owned", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership" ], "metrics": [ "$350M", "$400M", "1%", "3%", "350M", "400M", "5", "6", "1", "3", "350", "400" ], "keywords": [ "deal", "royalty", "Owned", "finance", "review", "monthly", "Unreal", "Engine" ], "source_resume": "anthropic_deal_desk_americas/darsh_shah_anthropic_finance_strategy_deal_desk_americas_resume.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Senior Financial Analyst", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES | North Carolina", "**Senior Financial Analyst**" ] }, { "text": "Created a royalty guardrail and approval matrix for Unreal Engine game deals, defining exemption thresholds, upfront payments, and royalty-rate triggers that reduced repeat CRO/leadership escalations", "cluster_id": "epic-royalty-guardrails", "word_count": 25, "opening_verb": "Created", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [], "metrics": [], "keywords": [ "royalty", "guardrail", "approval", "matrix", "Unreal", "Engine", "game", "deals" ], "source_resume": "anthropic_deal_desk_americas/darsh_shah_anthropic_finance_strategy_deal_desk_americas_resume.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Senior Financial Analyst", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES | North Carolina", "**Senior Financial Analyst**" ] }, { "text": "Set margin floors and sales guidance for Epic's AI credits platform by modeling API costs, usage, cache hit rates, and customer data, shaping retail and enterprise pricing while avoiding ~$25M in annualized downside risk", "cluster_id": "epic-ai-credits-pricing", "word_count": 34, "opening_verb": "Set", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "analytics", "technical" ], "metrics": [ "$25M", "25M", "25" ], "keywords": [ "Set", "margin", "floors", "sales", "guidance", "Epic", "credits", "platform" ], "source_resume": "anthropic_deal_desk_americas/darsh_shah_anthropic_finance_strategy_deal_desk_americas_resume.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Senior Financial Analyst", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES | North Carolina", "**Senior Financial Analyst**" ] }, { "text": "Collected $2M in royalty leakage by reconciling signed commercial terms, market release signals, and Workday payment data across 40 contracts, flagging missed launch obligations and incorrect royalty rates", "cluster_id": "epic-contract-to-cash-revenue-leakage", "word_count": 28, "opening_verb": "Collected", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "analytics" ], "metrics": [ "$2M", "2M", "2", "40" ], "keywords": [ "royalty", "Collected", "leakage", "reconciling", "signed", "commercial", "terms", "market" ], "source_resume": "anthropic_deal_desk_americas/darsh_shah_anthropic_finance_strategy_deal_desk_americas_resume.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Senior Financial Analyst", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES | North Carolina", "**Senior Financial Analyst**" ] }, { "text": "Drove $500K in annualized EBITDA growth by raising effective prices, reshaping the free tier, and reducing bundled storage across three B2B SaaS plans while managing migration risk with marketing and customer success", "cluster_id": "pass-pricing-tiers", "word_count": 32, "opening_verb": "Drove", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "finance", "technical", "growth" ], "metrics": [ "$500K", "500K", "500" ], "keywords": [ "Drove", "annualized", "EBITDA", "growth", "raising", "effective", "prices", "reshaping" ], "source_resume": "anthropic_deal_desk_americas/darsh_shah_anthropic_finance_strategy_deal_desk_americas_resume.md", "section": "Professional Experience", "company": "PASS+", "role": "Chief of Staff to CEO (MBA Summer Intern)", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2023 | PASS+ (B2B SaaS, 25K users) | Los Angeles, CA", "**Chief of Staff to CEO (MBA Summer Intern)**" ] }, { "text": "Redesigned PASS+'s free-trial model into a reverse free trial, giving users the paid experience before conversion and using customer success outreach to lift paid conversion by ~25% and generate $390K in annualized gross profit", "cluster_id": "pass-reverse-free-trial", "word_count": 34, "opening_verb": "Redesigned", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "growth" ], "metrics": [ "$390K", "25%", "390K", "25", "390" ], "keywords": [ "paid", "conversion", "Redesigned", "PASS+", "free-trial", "model", "reverse", "free" ], "source_resume": "anthropic_deal_desk_americas/darsh_shah_anthropic_finance_strategy_deal_desk_americas_resume.md", "section": "Professional Experience", "company": "PASS+", "role": "Chief of Staff to CEO (MBA Summer Intern)", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2023 | PASS+ (B2B SaaS, 25K users) | Los Angeles, CA", "**Chief of Staff to CEO (MBA Summer Intern)**" ] }, { "text": "Set bulk inventory discount recommendations for a closed $50M+ annual advertising deal, using committed spend and ad-yield tradeoffs to help Sales and Commercial leaders finalize pricing and commercial terms", "cluster_id": "epic-set-bulk-inventory-discount", "word_count": 29, "opening_verb": "Set", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [], "metrics": [ "$50M", "50M", "50" ], "keywords": [ "Set", "bulk", "inventory", "discount", "recommendations", "closed", "annual", "advertising" ], "source_resume": "anthropic_deal_desk_americas/darsh_shah_anthropic_finance_strategy_deal_desk_americas_resume.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Manager, Strategic Finance", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed platform, 180M MAU) | Bengaluru, India", "**Manager, Strategic Finance**" ] }, { "text": "Rolled out Salesforce as the source of truth for 100+ ad sales reps, designing discount approval routing and sales-to-legal-to-finance-to-ad-operations handoffs for insertion orders, committed spend, rev rec, and inventory availability", "cluster_id": "sharechat-salesforce-workflow", "word_count": 30, "opening_verb": "Rolled", "bullet_shape": "system_or_workflow", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership" ], "metrics": [ "100" ], "keywords": [ "Rolled", "out", "Salesforce", "source", "truth", "sales", "reps", "designing" ], "source_resume": "anthropic_deal_desk_americas/darsh_shah_anthropic_finance_strategy_deal_desk_americas_resume.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Manager, Strategic Finance", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed platform, 180M MAU) | Bengaluru, India", "**Manager, Strategic Finance**" ] }, { "text": "Owned revenue planning for ShareChat's $255M Series G across self-serve, programmatic, and direct ad sales lines, translating pipeline, pricing, and revenue-quality inputs for a 180M MAU platform into investor diligence materials", "cluster_id": "sharechat-series-g-revenue-planning", "word_count": 31, "opening_verb": "Owned", "bullet_shape": "system_or_workflow", "critique": { "flags": [], "hints": [] }, "themes": [ "finance", "technical", "operations" ], "metrics": [ "$255M", "255M", "180M", "255", "180" ], "keywords": [ "Owned", "revenue", "planning", "ShareChat", "Series", "self-serve", "programmatic", "direct" ], "source_resume": "anthropic_deal_desk_americas/darsh_shah_anthropic_finance_strategy_deal_desk_americas_resume.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Manager, Strategic Finance", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed platform, 180M MAU) | Bengaluru, India", "**Manager, Strategic Finance**" ] }, { "text": "Built deal structures, diligence models, and acquisition P&Ls for $75M+ in studio acquisitions, partnering with tax experts before close and translating approved deals into post-close budgets", "cluster_id": "rainshine-acquisition-integration-planning", "word_count": 26, "opening_verb": "Built", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "finance", "operations", "growth" ], "metrics": [ "$75M", "75M", "75" ], "keywords": [ "deal", "structures", "diligence", "models", "acquisition", "studio", "acquisitions", "partnering" ], "source_resume": "anthropic_deal_desk_americas/darsh_shah_anthropic_finance_strategy_deal_desk_americas_resume.md", "section": "Professional Experience", "company": "RAINSHINE ENTERTAINMENT", "role": "Manager, Corporate Development and Finance", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2017 - 2021 | RAINSHINE ENTERTAINMENT (Media/Gaming Investment Platform) | Mumbai, India", "**Manager, Corporate Development and Finance**" ] }, { "text": "Modeled post-acquisition synergy cases across 5 acquired content businesses, helping convert deal assumptions into $20M-$30M in annual cost reductions and operating-plan targets", "cluster_id": "rainshine-acquisition-integration-planning", "word_count": 22, "opening_verb": "Modeled", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "growth" ], "metrics": [ "$20M", "$30M", "20M", "30M", "5", "20", "30" ], "keywords": [ "Modeled", "post-acquisition", "synergy", "cases", "acquired", "content", "businesses", "helping" ], "source_resume": "anthropic_deal_desk_americas/darsh_shah_anthropic_finance_strategy_deal_desk_americas_resume.md", "section": "Professional Experience", "company": "RAINSHINE ENTERTAINMENT", "role": "Manager, Corporate Development and Finance", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2017 - 2021 | RAINSHINE ENTERTAINMENT (Media/Gaming Investment Platform) | Mumbai, India", "**Manager, Corporate Development and Finance**" ] }, { "text": "Recommended launch pricing and packaging guardrails for Epic's agentic Game Dev Tools, converting usage and cost-to-serve scenarios into unit economics targets for ~50% gross margin and ~$25M downside-risk mitigation", "cluster_id": "epic-recommended-launch-pricing-packaging", "word_count": 29, "opening_verb": "Recommended", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product" ], "metrics": [ "$25M", "50%", "25M", "50", "25" ], "keywords": [ "Recommended", "launch", "pricing", "packaging", "guardrails", "Epic", "agentic", "Game" ], "source_resume": "anthropic_product_finance_strategy_monetization/2026-07-07/darsh_shah_anthropic_product_finance_strategy_monetization_resume_2026-07-07.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Finance & Strategy | Game Dev Tools Monetization", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (Game Dev Tools) | Hybrid", "**Finance & Strategy | Game Dev Tools Monetization**" ] }, { "text": "Sized Unreal Engine's mobile and China opportunity across 38,000 games, converting competitive and market analysis into ~$15M of capital investment and long-range planning targets", "cluster_id": "epic-market-intelligence-tam", "word_count": 24, "opening_verb": "Sized", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [], "hints": [] }, "themes": [ "finance", "analytics", "technical" ], "metrics": [ "$15M", "15M", "38,000", "15" ], "keywords": [ "Sized", "Unreal", "Engine", "mobile", "China", "opportunity", "games", "converting" ], "source_resume": "anthropic_product_finance_strategy_monetization/2026-07-07/darsh_shah_anthropic_product_finance_strategy_monetization_resume_2026-07-07.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Finance & Strategy | Game Dev Tools Monetization", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (Game Dev Tools) | Hybrid", "**Finance & Strategy | Game Dev Tools Monetization**" ] }, { "text": "Recommended the final capacity mix for a ~$20M GCP compute commitment by forecasting instance requirements and reserved-vs-spot tradeoffs for an AI asset-generation launch", "cluster_id": "epic-recommended-final-capacity-mix", "word_count": 23, "opening_verb": "Recommended", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance" ], "metrics": [ "$20M", "20M", "20" ], "keywords": [ "Recommended", "final", "capacity", "mix", "GCP", "compute", "commitment", "forecasting" ], "source_resume": "anthropic_product_finance_strategy_monetization/2026-07-07/darsh_shah_anthropic_product_finance_strategy_monetization_resume_2026-07-07.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Finance & Strategy | Game Dev Tools Monetization", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (Game Dev Tools) | Hybrid", "**Finance & Strategy | Game Dev Tools Monetization**" ] }, { "text": "Built a real-time usage-and-cost view for a new product with no usage priors, helping Engineering track per-unit profitability and flag usage-curve drift that could require pricing intervention against $10M+ in cost exposure", "cluster_id": "epic-real-time-usage-and-cost-view-new", "word_count": 32, "opening_verb": "Built", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "technical" ], "metrics": [ "$10M", "10M", "10" ], "keywords": [ "real-time", "usage-and-cost", "view", "new", "product", "usage", "priors", "helping" ], "source_resume": "anthropic_product_finance_strategy_monetization/2026-07-07/darsh_shah_anthropic_product_finance_strategy_monetization_resume_2026-07-07.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Finance & Strategy | Game Dev Tools Monetization", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (Game Dev Tools) | Hybrid", "**Finance & Strategy | Game Dev Tools Monetization**" ] }, { "text": "Built finance data pipeline with HTML reporting harness, moving Day 1 reporting from PPT decks to live artifacts and cutting reporting lead time from 2+ days to ~1 hour", "cluster_id": "epic-reporting-finance-data-pipeline", "word_count": 29, "opening_verb": "Built", "bullet_shape": "system_or_workflow", "critique": { "flags": [ "implementation_heavy" ], "hints": [ "Check nearby bullets; if several are system-building bullets, reframe one around the decision or business result." ] }, "themes": [ "analytics", "technical" ], "metrics": [ "1", "2" ], "keywords": [ "reporting", "finance", "data", "pipeline", "HTML", "harness", "moving", "Day" ], "source_resume": "anthropic_product_finance_strategy_monetization/2026-07-07/darsh_shah_anthropic_product_finance_strategy_monetization_resume_2026-07-07.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Agentic Tooling | Strategic Finance", "approval_status": "unreviewed", "achievement_id": null, "context": [ "**Finance & Strategy | Game Dev Tools Monetization**", "**Agentic Tooling | Strategic Finance**" ] }, { "text": "Led Claude Code enablement for 20+ finance and business users with curriculum, review steps, source checks, and reusable skill libraries so AI-assisted analyses could be verified before use", "cluster_id": "epic-ai-enablement", "word_count": 28, "opening_verb": "Led", "bullet_shape": "ai_enablement", "critique": { "flags": [ "try_hard_language" ], "hints": [ "Can be useful, but often sounds corporate; make the user/outcome concrete." ] }, "themes": [ "leadership", "product" ], "metrics": [ "20" ], "keywords": [ "Claude", "Code", "enablement", "finance", "business", "users", "curriculum", "review" ], "source_resume": "anthropic_product_finance_strategy_monetization/2026-07-07/darsh_shah_anthropic_product_finance_strategy_monetization_resume_2026-07-07.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Agentic Tooling | Strategic Finance", "approval_status": "unreviewed", "achievement_id": null, "context": [ "**Finance & Strategy | Game Dev Tools Monetization**", "**Agentic Tooling | Strategic Finance**" ] }, { "text": "Built reusable Claude Code workflows with source-system schemas and vetted query patterns for SQL, Databricks, Salesforce, and Workday, helping finance users pull data across 10+ close, forecasting, and reporting workflows", "cluster_id": "epic-contract-to-cash-revenue-leakage", "word_count": 30, "opening_verb": "Built", "bullet_shape": "ai_enablement", "critique": { "flags": [ "implementation_heavy" ], "hints": [ "Check nearby bullets; if several are system-building bullets, reframe one around the decision or business result." ] }, "themes": [ "product", "finance", "analytics", "technical" ], "metrics": [ "10" ], "keywords": [ "workflows", "reusable", "Claude", "Code", "source-system", "schemas", "vetted", "query" ], "source_resume": "anthropic_product_finance_strategy_monetization/2026-07-07/darsh_shah_anthropic_product_finance_strategy_monetization_resume_2026-07-07.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Agentic Tooling | Strategic Finance", "approval_status": "unreviewed", "achievement_id": null, "context": [ "**Finance & Strategy | Game Dev Tools Monetization**", "**Agentic Tooling | Strategic Finance**" ] }, { "text": "Shaped the business case for ShareChat's live-audio virtual gifting product, tying DAUs, paying users, creator payouts, retention, and contribution margin to feature and investment decisions as monthly GMV grew from ~$1M to ~$5M", "cluster_id": "sharechat-live-audio-unit-economics", "word_count": 33, "opening_verb": "Shaped", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance", "growth" ], "metrics": [ "$1M", "$5M", "1M", "5M", "1", "5" ], "keywords": [ "Shaped", "business", "case", "ShareChat", "live-audio", "virtual", "gifting", "product" ], "source_resume": "anthropic_product_finance_strategy_monetization/2026-07-07/darsh_shah_anthropic_product_finance_strategy_monetization_resume_2026-07-07.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Strategic Finance | Creator Monetization & Revenue Planning", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short video platform, 180 million MAU) | Bengaluru, India", "**Strategic Finance | Creator Monetization & Revenue Planning**" ] }, { "text": "Built ShareChat's first driver-based revenue forecast, using Salesforce data on CRM pipeline, booked campaigns, and available ad inventory to keep monthly forecasts within 5% of actuals", "cluster_id": "sharechat-salesforce-workflow", "word_count": 26, "opening_verb": "Built", "bullet_shape": "system_or_workflow", "critique": { "flags": [ "implementation_heavy" ], "hints": [ "Check nearby bullets; if several are system-building bullets, reframe one around the decision or business result." ] }, "themes": [ "finance", "analytics" ], "metrics": [ "5%", "5" ], "keywords": [ "ShareChat", "first", "driver-based", "revenue", "forecast", "Salesforce", "data", "CRM" ], "source_resume": "anthropic_product_finance_strategy_monetization/2026-07-07/darsh_shah_anthropic_product_finance_strategy_monetization_resume_2026-07-07.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Strategic Finance | Creator Monetization & Revenue Planning", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short video platform, 180 million MAU) | Bengaluru, India", "**Strategic Finance | Creator Monetization & Revenue Planning**" ] }, { "text": "Set bulk-inventory discount recommendations for a closed $50M+ annual ad deal, balancing committed spend, yield tradeoffs, and revenue predictability for Sales and Commercial leaders", "cluster_id": "epic-set-bulk-inventory-discount-recommendations", "word_count": 24, "opening_verb": "Set", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "finance" ], "metrics": [ "$50M", "50M", "50" ], "keywords": [ "Set", "bulk-inventory", "discount", "recommendations", "closed", "annual", "deal", "balancing" ], "source_resume": "anthropic_product_finance_strategy_monetization/2026-07-07/darsh_shah_anthropic_product_finance_strategy_monetization_resume_2026-07-07.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Strategic Finance | Creator Monetization & Revenue Planning", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short video platform, 180 million MAU) | Bengaluru, India", "**Strategic Finance | Creator Monetization & Revenue Planning**" ] }, { "text": "Owned revenue planning for ShareChat's $255M Series G across self-serve, programmatic, and direct ad sales, translating business-unit forecasts into board and investor diligence materials", "cluster_id": "sharechat-series-g-revenue-planning", "word_count": 24, "opening_verb": "Owned", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "finance", "operations" ], "metrics": [ "$255M", "255M", "255" ], "keywords": [ "Owned", "revenue", "planning", "ShareChat", "Series", "self-serve", "programmatic", "direct" ], "source_resume": "anthropic_product_finance_strategy_monetization/2026-07-07/darsh_shah_anthropic_product_finance_strategy_monetization_resume_2026-07-07.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Strategic Finance | Creator Monetization & Revenue Planning", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short video platform, 180 million MAU) | Bengaluru, India", "**Strategic Finance | Creator Monetization & Revenue Planning**" ] }, { "text": "Redesigned PASS+'s free-trial model into a reverse free trial after identifying conversion drop-off and churn risk, lifting paid conversion by ~25% and generating $390K in annualized gross margin growth", "cluster_id": "pass-reverse-free-trial", "word_count": 29, "opening_verb": "Redesigned", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "growth" ], "metrics": [ "$390K", "25%", "390K", "25", "390" ], "keywords": [ "conversion", "Redesigned", "PASS+", "free-trial", "model", "reverse", "free", "trial" ], "source_resume": "anthropic_product_finance_strategy_monetization/2026-07-07/darsh_shah_anthropic_product_finance_strategy_monetization_resume_2026-07-07.md", "section": "Professional Experience", "company": "PASS+", "role": "Chief of Staff", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2023 | PASS+ (Vertical SaaS platform, 25K users) | Los Angeles, CA", "**Chief of Staff**" ] }, { "text": "Built unit-economics models with LTV, churn, retention, and CAC inputs for a $1M gaming-as-a-service decision and a $3M content-platform launch, framing product investment tradeoffs for executives", "cluster_id": "pass-unit-economics-models-ltv-churn", "word_count": 26, "opening_verb": "Built", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance", "technical", "growth" ], "metrics": [ "$1M", "$3M", "1M", "3M", "1", "3" ], "keywords": [ "unit-economics", "models", "LTV", "churn", "retention", "CAC", "inputs", "gaming-as-a-service" ], "source_resume": "anthropic_product_finance_strategy_monetization/2026-07-07/darsh_shah_anthropic_product_finance_strategy_monetization_resume_2026-07-07.md", "section": "Professional Experience", "company": "RAINSHINE ENTERTAINMENT", "role": "Corporate Development & Finance, Manager", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2017 - 2021 | RAINSHINE ENTERTAINMENT (media/gaming investment platform) | Mumbai, India", "**Corporate Development & Finance, Manager**" ] }, { "text": "Automated finance and performance data from 10+ sources into a centralized Python data lake, cutting manual reporting pulls and standardizing the team's source of truth", "cluster_id": "sharechat-salesforce-workflow", "word_count": 25, "opening_verb": "Automated", "bullet_shape": "system_or_workflow", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "analytics", "technical" ], "metrics": [ "10" ], "keywords": [ "data", "Automated", "finance", "performance", "sources", "centralized", "Python", "lake" ], "source_resume": "anthropic_product_finance_strategy_monetization/2026-07-07/darsh_shah_anthropic_product_finance_strategy_monetization_resume_2026-07-07.md", "section": "Professional Experience", "company": "RAINSHINE ENTERTAINMENT", "role": "Corporate Development & Finance, Manager", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2017 - 2021 | RAINSHINE ENTERTAINMENT (media/gaming investment platform) | Mumbai, India", "**Corporate Development & Finance, Manager**" ] }, { "text": "Own the financial model and unit economics for Epic's AI Creator Tools \u2014 a per-call, usage-based product \u2014 setting launch pricing and removing ~$25M in annualized margin risk at ~50% gross margin", "cluster_id": "epic-margin-own-financial-model", "word_count": 32, "opening_verb": "Own", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product" ], "metrics": [ "$25M", "50%", "25M", "25", "50" ], "keywords": [ "margin", "Own", "financial", "model", "unit", "economics", "Epic", "Creator" ], "source_resume": "april_strategic_finance_manager/2026-06-22/darsh_shah_april_strategic_finance_manager_resume_2026-06-22.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Strategic Finance | Pricing, Planning & Unit Economics, AI Creator Tools", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (consumption-priced AI creator tooling) | Remote", "**Strategic Finance | Pricing, Planning & Unit Economics, AI Creator Tools**" ] }, { "text": "Partner across Engineering, Product, and GTM to translate roadmap, usage-threshold, and pricing trade-offs into COGS forecasts, launch business cases, and strategic KPIs \u2014 making cost-per-call an owned metric, not a post-launch surprise", "cluster_id": "epic-partner-engineering-product-gtm", "word_count": 32, "opening_verb": "Partner", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [ "try_hard_language" ], "hints": [ "Often overused; make the strategy/decision specific." ] }, "themes": [ "product", "finance", "analytics", "technical", "operations", "growth" ], "metrics": [], "keywords": [ "Partner", "Engineering", "Product", "GTM", "translate", "roadmap", "usage-threshold", "pricing" ], "source_resume": "april_strategic_finance_manager/2026-06-22/darsh_shah_april_strategic_finance_manager_resume_2026-06-22.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Strategic Finance | Pricing, Planning & Unit Economics, AI Creator Tools", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (consumption-priced AI creator tooling) | Remote", "**Strategic Finance | Pricing, Planning & Unit Economics, AI Creator Tools**" ] }, { "text": "Run quarterly close and actuals-vs-forecast reviews for Unreal Engine, turning compute, licensing, and royalty variances into budget reallocations and course-corrections for finance and engineering leadership", "cluster_id": "epic-run-quarterly-close-actuals-vs-forecast", "word_count": 25, "opening_verb": "Run", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "finance", "technical" ], "metrics": [], "keywords": [ "Run", "quarterly", "close", "actuals-vs-forecast", "reviews", "Unreal", "Engine", "turning" ], "source_resume": "april_strategic_finance_manager/2026-06-22/darsh_shah_april_strategic_finance_manager_resume_2026-06-22.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Strategic Finance | Pricing, Planning & Unit Economics, AI Creator Tools", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (consumption-priced AI creator tooling) | Remote", "**Strategic Finance | Pricing, Planning & Unit Economics, AI Creator Tools**" ] }, { "text": "Sized Unreal Engine's mobile and China opportunity across 38,000 games, converting competitive and market analysis into ~$15M of capital investment and long-range planning targets", "cluster_id": "epic-market-intelligence-tam", "word_count": 24, "opening_verb": "Sized", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [], "hints": [] }, "themes": [ "finance", "analytics", "technical" ], "metrics": [ "$15M", "15M", "38,000", "15" ], "keywords": [ "Sized", "Unreal", "Engine", "mobile", "China", "opportunity", "games", "converting" ], "source_resume": "april_strategic_finance_manager/2026-06-22/darsh_shah_april_strategic_finance_manager_resume_2026-06-22.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Strategic Finance | Pricing, Planning & Unit Economics, AI Creator Tools", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (consumption-priced AI creator tooling) | Remote", "**Strategic Finance | Pricing, Planning & Unit Economics, AI Creator Tools**" ] }, { "text": "Right-sized ~$20M in GCP compute for an AI asset-generation launch (instance forecasting, reserved-vs-spot trade-offs), improving capital efficiency before commitment", "cluster_id": "epic-right-sized-gcp-compute-asset-generation", "word_count": 19, "opening_verb": "Right-sized", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance", "technical" ], "metrics": [ "$20M", "20M", "20" ], "keywords": [ "Right-sized", "GCP", "compute", "asset-generation", "launch", "instance", "forecasting", "reserved-vs-spot" ], "source_resume": "april_strategic_finance_manager/2026-06-22/darsh_shah_april_strategic_finance_manager_resume_2026-06-22.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Strategic Finance | Pricing, Planning & Unit Economics, AI Creator Tools", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (consumption-priced AI creator tooling) | Remote", "**Strategic Finance | Pricing, Planning & Unit Economics, AI Creator Tools**" ] }, { "text": "Stood up Epic finance's first agentic operating layer, onboarding 20+ non-technical finance and business users onto Claude Code with a finance-specific curriculum, verification loops, and a shared library of reusable agent skills", "cluster_id": "epic-ai-enablement", "word_count": 32, "opening_verb": "Stood", "bullet_shape": "ai_enablement", "critique": { "flags": [], "hints": [] }, "themes": [ "product" ], "metrics": [ "20" ], "keywords": [ "finance", "Stood", "Epic", "first", "agentic", "operating", "layer", "onboarding" ], "source_resume": "april_strategic_finance_manager/2026-06-22/darsh_shah_april_strategic_finance_manager_resume_2026-06-22.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Agentic Finance | Automated the Finance Org's FP&A Tooling on AI Agents", "approval_status": "unreviewed", "achievement_id": null, "context": [ "**Strategic Finance | Pricing, Planning & Unit Economics, AI Creator Tools**", "**Agentic Finance | Automated the Finance Org's FP&A Tooling on AI Agents**" ] }, { "text": "Built schema-aware agent skills that let finance partners self-serve from Workday, Salesforce, and Databricks, cutting manual pulls across 10+ close, forecasting, and reporting workflows", "cluster_id": "epic-contract-to-cash-revenue-leakage", "word_count": 24, "opening_verb": "Built", "bullet_shape": "system_or_workflow", "critique": { "flags": [ "implementation_heavy" ], "hints": [ "Check nearby bullets; if several are system-building bullets, reframe one around the decision or business result." ] }, "themes": [ "finance", "analytics" ], "metrics": [ "10" ], "keywords": [ "schema-aware", "agent", "skills", "let", "finance", "partners", "self-serve", "Workday" ], "source_resume": "april_strategic_finance_manager/2026-06-22/darsh_shah_april_strategic_finance_manager_resume_2026-06-22.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Agentic Finance | Automated the Finance Org's FP&A Tooling on AI Agents", "approval_status": "unreviewed", "achievement_id": null, "context": [ "**Strategic Finance | Pricing, Planning & Unit Economics, AI Creator Tools**", "**Agentic Finance | Automated the Finance Org's FP&A Tooling on AI Agents**" ] }, { "text": "Owned revenue and financial planning for ShareChat's $255M Series G, translating business-unit forecasts into board and investor-relations diligence materials and building the auditability and reporting layer for a pre-raise startup", "cluster_id": "sharechat-series-g-revenue-planning", "word_count": 30, "opening_verb": "Owned", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "finance", "operations" ], "metrics": [ "$255M", "255M", "255" ], "keywords": [ "Owned", "revenue", "financial", "planning", "ShareChat", "Series", "translating", "business-unit" ], "source_resume": "april_strategic_finance_manager/2026-06-22/darsh_shah_april_strategic_finance_manager_resume_2026-06-22.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Strategic Finance, Manager", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed social platform, 180M MAU) | Bengaluru, India", "**Strategic Finance, Manager**" ] }, { "text": "Built ShareChat's first driver-based revenue-forecasting process \u2014 Salesforce schema, approval flow, and reporting pipeline \u2014 holding monthly revenue within 5% of actuals across a high-growth, multi-product ad business", "cluster_id": "sharechat-salesforce-workflow", "word_count": 28, "opening_verb": "Built", "bullet_shape": "system_or_workflow", "critique": { "flags": [ "implementation_heavy" ], "hints": [ "Check nearby bullets; if several are system-building bullets, reframe one around the decision or business result." ] }, "themes": [ "product", "finance", "operations", "growth" ], "metrics": [ "5%", "5" ], "keywords": [ "ShareChat", "first", "driver-based", "revenue-forecasting", "process", "Salesforce", "schema", "approval" ], "source_resume": "april_strategic_finance_manager/2026-06-22/darsh_shah_april_strategic_finance_manager_resume_2026-06-22.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Strategic Finance, Manager", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed social platform, 180M MAU) | Bengaluru, India", "**Strategic Finance, Manager**" ] }, { "text": "Built the sales-capacity and scenario model for a 6-month expansion from 50 to 200 reps against a $300M plan, setting headcount, channel-mix, and productivity-ramp assumptions under high ambiguity", "cluster_id": "epic-sales-capacity-scenario-model-month", "word_count": 28, "opening_verb": "Built", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "product" ], "metrics": [ "$300M", "300M", "6", "50", "200", "300" ], "keywords": [ "sales-capacity", "scenario", "model", "month", "expansion", "reps", "against", "plan" ], "source_resume": "april_strategic_finance_manager/2026-06-22/darsh_shah_april_strategic_finance_manager_resume_2026-06-22.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Strategic Finance, Manager", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed social platform, 180M MAU) | Bengaluru, India", "**Strategic Finance, Manager**" ] }, { "text": "Set bulk-inventory discount recommendations for a closed $50M+ annual ad deal, balancing committed spend, yield trade-offs, and revenue predictability for Sales and Commercial leaders", "cluster_id": "epic-set-bulk-inventory-discount-recommendations", "word_count": 24, "opening_verb": "Set", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "finance" ], "metrics": [ "$50M", "50M", "50" ], "keywords": [ "Set", "bulk-inventory", "discount", "recommendations", "closed", "annual", "deal", "balancing" ], "source_resume": "april_strategic_finance_manager/2026-06-22/darsh_shah_april_strategic_finance_manager_resume_2026-06-22.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Strategic Finance, Manager", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed social platform, 180M MAU) | Bengaluru, India", "**Strategic Finance, Manager**" ] }, { "text": "Built the business case to reprice three SaaS plans around usage, storage cost, and churn risk while managing customer migration, shaping ~$500K in annualized EBITDA growth", "cluster_id": "pass-pricing-tiers", "word_count": 26, "opening_verb": "Built", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "finance", "technical", "growth" ], "metrics": [ "$500K", "500K", "500" ], "keywords": [ "business", "case", "reprice", "three", "SaaS", "plans", "around", "usage" ], "source_resume": "april_strategic_finance_manager/2026-06-22/darsh_shah_april_strategic_finance_manager_resume_2026-06-22.md", "section": "Professional Experience", "company": "PASS+", "role": "Chief of Staff", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2023 | PASS+ (Vertical SaaS, 25K users) | Los Angeles, CA", "**Chief of Staff** | MBA Intern" ] }, { "text": "Built unit-economics models (LTV, churn, retention, CAC) and investment cases underpinning a $1M gaming-as-a-service decision and a $3M content-platform launch, framing capital-allocation trade-offs for executives", "cluster_id": "pass-unit-economics-models-ltv-churn", "word_count": 25, "opening_verb": "Built", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance", "technical", "growth" ], "metrics": [ "$1M", "$3M", "1M", "3M", "1", "3" ], "keywords": [ "unit-economics", "models", "LTV", "churn", "retention", "CAC", "investment", "cases" ], "source_resume": "april_strategic_finance_manager/2026-06-22/darsh_shah_april_strategic_finance_manager_resume_2026-06-22.md", "section": "Professional Experience", "company": "RAINSHINE ENTERTAINMENT", "role": "Corporate Development & Finance, Manager", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2017 - 2021 | RAINSHINE ENTERTAINMENT (media/gaming investment platform) | Mumbai, India", "**Corporate Development & Finance, Manager**" ] }, { "text": "Translated $75M+ in acquisition and content-IP deals into post-close budgets, synergy targets, and integration plans presented to executives and the board", "cluster_id": "rainshine-acquisition-integration-planning", "word_count": 21, "opening_verb": "Translated", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "operations", "growth" ], "metrics": [ "$75M", "75M", "75" ], "keywords": [ "Translated", "acquisition", "content-IP", "deals", "post-close", "budgets", "synergy", "targets" ], "source_resume": "april_strategic_finance_manager/2026-06-22/darsh_shah_april_strategic_finance_manager_resume_2026-06-22.md", "section": "Professional Experience", "company": "RAINSHINE ENTERTAINMENT", "role": "Corporate Development & Finance, Manager", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2017 - 2021 | RAINSHINE ENTERTAINMENT (media/gaming investment platform) | Mumbai, India", "**Corporate Development & Finance, Manager**" ] }, { "text": "Stood up cross-functional launch reviews for Epic's agentic Game Dev Tools, aligning Product, Engineering, and GTM on readiness gates, usage thresholds, and pricing tradeoffs before go-live", "cluster_id": "epic-stood-cross-functional-launch-reviews", "word_count": 26, "opening_verb": "Stood", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "product", "technical", "growth" ], "metrics": [], "keywords": [ "Stood", "cross-functional", "launch", "reviews", "Epic", "agentic", "Game", "Dev" ], "source_resume": "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Finance & Strategy | AI Product Launches & Analytics", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (Game Dev Tools) | Hybrid", "**Finance & Strategy | AI Product Launches & Analytics**" ] }, { "text": "Shipped schema-aware Claude Code workflows and enablement for 20+ finance and business users, turning one-off analyses into reusable skills across 10+ workflows", "cluster_id": "epic-ai-enablement", "word_count": 22, "opening_verb": "Shipped", "bullet_shape": "ai_enablement", "critique": { "flags": [ "try_hard_language" ], "hints": [ "Can be useful, but often sounds corporate; make the user/outcome concrete." ] }, "themes": [ "product" ], "metrics": [ "20", "10" ], "keywords": [ "workflows", "Shipped", "schema-aware", "Claude", "Code", "enablement", "finance", "business" ], "source_resume": "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Finance & Strategy | AI Product Launches & Analytics", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (Game Dev Tools) | Hybrid", "**Finance & Strategy | AI Product Launches & Analytics**" ] }, { "text": "Built a real-time usage-and-cost view for a new product with no usage priors, helping Engineering track per-unit profitability and flag usage-curve drift against $10M+ in cost exposure", "cluster_id": "epic-real-time-usage-and-cost-view-new", "word_count": 27, "opening_verb": "Built", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "technical" ], "metrics": [ "$10M", "10M", "10" ], "keywords": [ "real-time", "usage-and-cost", "view", "new", "product", "usage", "priors", "helping" ], "source_resume": "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Finance & Strategy | AI Product Launches & Analytics", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (Game Dev Tools) | Hybrid", "**Finance & Strategy | AI Product Launches & Analytics**" ] }, { "text": "Ran A/B tests on the self-serve advertiser funnel with Product, rebuilding the user journey from data to cut drop-offs ~35% and add 120K+ monthly sign-ups", "cluster_id": "epic-ran-a-b-tests-self-serve", "word_count": 25, "opening_verb": "Ran", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "analytics", "growth" ], "metrics": [ "35%", "120K", "35", "120" ], "keywords": [ "Ran", "A/B", "tests", "self-serve", "advertiser", "funnel", "Product", "rebuilding" ], "source_resume": "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Product Marketing & Growth (Consumer Products)", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short-video platform, 180M MAU) | Bengaluru, India", "**Product Marketing & Growth (Consumer Products)** - through role expansion" ] }, { "text": "Devised onboarding content strategy for ShareChat's self-serve ad product using reviews and case studies, increasing customer satisfaction 35%", "cluster_id": "epic-devised-onboarding-content-strategy", "word_count": 18, "opening_verb": "Devised", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [], "hints": [] }, "themes": [ "product" ], "metrics": [ "35%", "35" ], "keywords": [ "Devised", "onboarding", "content", "strategy", "ShareChat", "self-serve", "product", "reviews" ], "source_resume": "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Product Marketing & Growth (Consumer Products)", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short-video platform, 180M MAU) | Bengaluru, India", "**Product Marketing & Growth (Consumer Products)** - through role expansion" ] }, { "text": "Launched a creator monetization product using user personas, qualitative research, and usage data, lifting retention 50% and daily streamed minutes by 1.6B (~$14.4M revenue impact)", "cluster_id": "epic-creator-monetization-product-user", "word_count": 25, "opening_verb": "Launched", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance", "analytics", "growth" ], "metrics": [ "$14.4M", "50%", "1.6B", "14.4M", "50", "1", "6", "14", "4" ], "keywords": [ "creator", "monetization", "product", "user", "personas", "qualitative", "research", "usage" ], "source_resume": "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Product Marketing & Growth (Consumer Products)", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short-video platform, 180M MAU) | Bengaluru, India", "**Product Marketing & Growth (Consumer Products)** - through role expansion" ] }, { "text": "Led launch and GTM of a new short-video ads business line, defining customer value prop and roadmap and partnering with Product and Engineering on prioritization to reach $60M ARR within 6 months", "cluster_id": "epic-launch-gtm-new-short-video", "word_count": 32, "opening_verb": "Led", "bullet_shape": "leadership_or_rollout", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "product", "finance", "technical", "growth" ], "metrics": [ "$60M", "60M", "60", "6" ], "keywords": [ "launch", "GTM", "new", "short-video", "ads", "business", "line", "defining" ], "source_resume": "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Product Marketing & Growth (Consumer Products)", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short-video platform, 180M MAU) | Bengaluru, India", "**Product Marketing & Growth (Consumer Products)** - through role expansion" ] }, { "text": "Engineered a profitable scale-up plan and secured a $10M quarterly performance-marketing budget by establishing robust LTV/CAC success metrics", "cluster_id": "epic-engineered-profitable-scale-up-plan", "word_count": 18, "opening_verb": "Engineered", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "analytics" ], "metrics": [ "$10M", "10M", "10" ], "keywords": [ "Engineered", "profitable", "scale-up", "plan", "secured", "quarterly", "performance-marketing", "budget" ], "source_resume": "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Product Marketing & Growth (Consumer Products)", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short-video platform, 180M MAU) | Bengaluru, India", "**Product Marketing & Growth (Consumer Products)** - through role expansion" ] }, { "text": "Redesigned the free trial into a reverse free trial using churn-risk analysis and 20 user interviews, lifting paid conversion ~25% and adding $390K in annualized gross profit", "cluster_id": "pass-reverse-free-trial", "word_count": 27, "opening_verb": "Redesigned", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "analytics", "growth" ], "metrics": [ "$390K", "25%", "390K", "20", "25", "390" ], "keywords": [ "free", "trial", "Redesigned", "reverse", "churn-risk", "analysis", "user", "interviews" ], "source_resume": "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "section": "Professional Experience", "company": "PASS+", "role": "Chief of Staff | Product Marketing & Growth (MBA Intern)", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2023 | PASS+ (Vertical SaaS platform, 25K users) | Los Angeles, CA", "**Chief of Staff | Product Marketing & Growth (MBA Intern)**" ] }, { "text": "Implemented acquisition experiments testing hypotheses across messaging, personas, and channels as the introductory plan scaled to 1,000+ customers and $600K ARR in 6 months", "cluster_id": "epic-implemented-acquisition-experiments-testing", "word_count": 24, "opening_verb": "Implemented", "bullet_shape": "leadership_or_rollout", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "finance", "analytics", "growth" ], "metrics": [ "$600K", "600K", "1,000", "600", "6" ], "keywords": [ "Implemented", "acquisition", "experiments", "testing", "hypotheses", "messaging", "personas", "channels" ], "source_resume": "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "section": "Professional Experience", "company": "PASS+", "role": "Chief of Staff | Product Marketing & Growth (MBA Intern)", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2023 | PASS+ (Vertical SaaS platform, 25K users) | Los Angeles, CA", "**Chief of Staff | Product Marketing & Growth (MBA Intern)**" ] }, { "text": "Directed subscription pricing update across three plans, building messaging strategy with Marketing and Customer Success to generate $360K in incremental revenue with minimal churn", "cluster_id": "epic-directed-subscription-pricing-update", "word_count": 24, "opening_verb": "Directed", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "finance" ], "metrics": [ "$360K", "360K", "360" ], "keywords": [ "Directed", "subscription", "pricing", "update", "three", "plans", "building", "messaging" ], "source_resume": "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "section": "Professional Experience", "company": "PASS+", "role": "Chief of Staff | Product Marketing & Growth (MBA Intern)", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2023 | PASS+ (Vertical SaaS platform, 25K users) | Los Angeles, CA", "**Chief of Staff | Product Marketing & Growth (MBA Intern)**" ] }, { "text": "Designed an offline subscriber onboarding model for a Nepali-language streaming platform to overcome limited online payment penetration, supporting a $3M investment", "cluster_id": "pass-designed-offline-subscriber-onboarding", "word_count": 21, "opening_verb": "Designed", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [], "hints": [] }, "themes": [ "finance", "technical", "operations" ], "metrics": [ "$3M", "3M", "3" ], "keywords": [ "Designed", "offline", "subscriber", "onboarding", "model", "Nepali-language", "streaming", "platform" ], "source_resume": "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "section": "Professional Experience", "company": "RAINSHINE ENTERTAINMENT", "role": "Corporate Development & Finance, Manager", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2017 - 2021 | RAINSHINE ENTERTAINMENT (Media/Gaming Investment Platform) | Mumbai, India", "**Corporate Development & Finance, Manager**" ] }, { "text": "Optimized product marketing through a renewed geographic-targeting strategy, achieving 50% profit growth through lower CPIs and higher ad revenue", "cluster_id": "pass-optimized-product-marketing-renewed", "word_count": 19, "opening_verb": "Optimized", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance", "growth" ], "metrics": [ "50%", "50" ], "keywords": [ "Optimized", "product", "marketing", "renewed", "geographic-targeting", "strategy", "achieving", "profit" ], "source_resume": "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "section": "Professional Experience", "company": "RAINSHINE ENTERTAINMENT", "role": "Corporate Development & Finance, Manager", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2017 - 2021 | RAINSHINE ENTERTAINMENT (Media/Gaming Investment Platform) | Mumbai, India", "**Corporate Development & Finance, Manager**" ] }, { "text": "Recommended launch pricing and packaging guardrails for Epic's agentic Game Dev Tools, converting usage and cost-to-serve scenarios into unit economics targets for ~50% gross margin and ~$25M downside-risk mitigation", "cluster_id": "epic-recommended-launch-pricing-packaging", "word_count": 29, "opening_verb": "Recommended", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product" ], "metrics": [ "$25M", "50%", "25M", "50", "25" ], "keywords": [ "Recommended", "launch", "pricing", "packaging", "guardrails", "Epic", "agentic", "Game" ], "source_resume": "comfy_lead_strategic_finance/2026-07-10/darsh_shah_comfy_lead_strategic_finance_resume_2026-07-10.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Finance & Strategy | AI Unit Economics, Compute & FP&A", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (Game Dev Tools) | Hybrid", "**Finance & Strategy | AI Unit Economics, Compute & FP&A**" ] }, { "text": "Recommended the final capacity mix for a ~$20M GCP compute commitment by forecasting instance requirements and reserved-vs-spot tradeoffs for an AI asset-generation launch", "cluster_id": "epic-recommended-final-capacity-mix", "word_count": 23, "opening_verb": "Recommended", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance" ], "metrics": [ "$20M", "20M", "20" ], "keywords": [ "Recommended", "final", "capacity", "mix", "GCP", "compute", "commitment", "forecasting" ], "source_resume": "comfy_lead_strategic_finance/2026-07-10/darsh_shah_comfy_lead_strategic_finance_resume_2026-07-10.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Finance & Strategy | AI Unit Economics, Compute & FP&A", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (Game Dev Tools) | Hybrid", "**Finance & Strategy | AI Unit Economics, Compute & FP&A**" ] }, { "text": "Built a real-time usage-and-cost view for a new product with no usage priors, helping Engineering track per-unit profitability and flag usage-curve drift against $10M+ in cost exposure", "cluster_id": "epic-real-time-usage-and-cost-view-new", "word_count": 27, "opening_verb": "Built", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "technical" ], "metrics": [ "$10M", "10M", "10" ], "keywords": [ "real-time", "usage-and-cost", "view", "new", "product", "usage", "priors", "helping" ], "source_resume": "comfy_lead_strategic_finance/2026-07-10/darsh_shah_comfy_lead_strategic_finance_resume_2026-07-10.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Finance & Strategy | AI Unit Economics, Compute & FP&A", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (Game Dev Tools) | Hybrid", "**Finance & Strategy | AI Unit Economics, Compute & FP&A**" ] }, { "text": "Run quarterly close and actuals-vs-forecast reviews for Unreal Engine, turning compute, licensing, and royalty variances into budget reallocations and course corrections for finance and engineering leadership", "cluster_id": "epic-run-quarterly-close-actuals-vs-forecast", "word_count": 26, "opening_verb": "Run", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "finance", "technical" ], "metrics": [], "keywords": [ "Run", "quarterly", "close", "actuals-vs-forecast", "reviews", "Unreal", "Engine", "turning" ], "source_resume": "comfy_lead_strategic_finance/2026-07-10/darsh_shah_comfy_lead_strategic_finance_resume_2026-07-10.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Finance & Strategy | AI Unit Economics, Compute & FP&A", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (Game Dev Tools) | Hybrid", "**Finance & Strategy | AI Unit Economics, Compute & FP&A**" ] }, { "text": "Sized Unreal Engine's mobile and China opportunity across 38,000 games, converting competitive and market analysis into ~$15M of capital investment and long-range planning targets", "cluster_id": "epic-market-intelligence-tam", "word_count": 24, "opening_verb": "Sized", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [], "hints": [] }, "themes": [ "finance", "analytics", "technical" ], "metrics": [ "$15M", "15M", "38,000", "15" ], "keywords": [ "Sized", "Unreal", "Engine", "mobile", "China", "opportunity", "games", "converting" ], "source_resume": "comfy_lead_strategic_finance/2026-07-10/darsh_shah_comfy_lead_strategic_finance_resume_2026-07-10.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Finance & Strategy | AI Unit Economics, Compute & FP&A", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (Game Dev Tools) | Hybrid", "**Finance & Strategy | AI Unit Economics, Compute & FP&A**" ] }, { "text": "Built a finance data pipeline with HTML reporting harness, moving Day 1 reporting from PPT decks to live artifacts and cutting reporting lead time from 2+ days to ~1 hour", "cluster_id": "epic-reporting-finance-data-pipeline", "word_count": 30, "opening_verb": "Built", "bullet_shape": "system_or_workflow", "critique": { "flags": [ "implementation_heavy" ], "hints": [ "Check nearby bullets; if several are system-building bullets, reframe one around the decision or business result." ] }, "themes": [ "analytics", "technical" ], "metrics": [ "1", "2" ], "keywords": [ "reporting", "finance", "data", "pipeline", "HTML", "harness", "moving", "Day" ], "source_resume": "comfy_lead_strategic_finance/2026-07-10/darsh_shah_comfy_lead_strategic_finance_resume_2026-07-10.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Finance Systems | Data & Self-Service Tooling", "approval_status": "unreviewed", "achievement_id": null, "context": [ "**Finance & Strategy | AI Unit Economics, Compute & FP&A**", "**Finance Systems | Data & Self-Service Tooling**" ] }, { "text": "Built reusable Claude Code workflows with source-system schemas and vetted query patterns for SQL, Databricks, Salesforce, and Workday, enabling finance self-service across 10+ close, forecasting, and reporting workflows", "cluster_id": "epic-contract-to-cash-revenue-leakage", "word_count": 28, "opening_verb": "Built", "bullet_shape": "ai_enablement", "critique": { "flags": [ "implementation_heavy" ], "hints": [ "Check nearby bullets; if several are system-building bullets, reframe one around the decision or business result." ] }, "themes": [ "finance", "analytics", "technical" ], "metrics": [ "10" ], "keywords": [ "workflows", "reusable", "Claude", "Code", "source-system", "schemas", "vetted", "query" ], "source_resume": "comfy_lead_strategic_finance/2026-07-10/darsh_shah_comfy_lead_strategic_finance_resume_2026-07-10.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Finance Systems | Data & Self-Service Tooling", "approval_status": "unreviewed", "achievement_id": null, "context": [ "**Finance & Strategy | AI Unit Economics, Compute & FP&A**", "**Finance Systems | Data & Self-Service Tooling**" ] }, { "text": "Built ShareChat's first driver-based revenue forecast, using Salesforce data on CRM pipeline, booked campaigns, and available ad inventory to keep monthly forecasts within 5% of actuals", "cluster_id": "sharechat-salesforce-workflow", "word_count": 26, "opening_verb": "Built", "bullet_shape": "system_or_workflow", "critique": { "flags": [ "implementation_heavy" ], "hints": [ "Check nearby bullets; if several are system-building bullets, reframe one around the decision or business result." ] }, "themes": [ "finance", "analytics" ], "metrics": [ "5%", "5" ], "keywords": [ "ShareChat", "first", "driver-based", "revenue", "forecast", "Salesforce", "data", "CRM" ], "source_resume": "comfy_lead_strategic_finance/2026-07-10/darsh_shah_comfy_lead_strategic_finance_resume_2026-07-10.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Strategic Finance | Forecasting, Fundraising & Scenario Planning", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short video platform, 180 million MAU) | Bengaluru, India", "**Strategic Finance | Forecasting, Fundraising & Scenario Planning**" ] }, { "text": "Owned revenue planning for ShareChat's $255M Series G across self-serve, programmatic, and direct ad sales, translating business-unit forecasts into board and investor diligence materials", "cluster_id": "sharechat-series-g-revenue-planning", "word_count": 24, "opening_verb": "Owned", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "finance", "operations" ], "metrics": [ "$255M", "255M", "255" ], "keywords": [ "Owned", "revenue", "planning", "ShareChat", "Series", "self-serve", "programmatic", "direct" ], "source_resume": "comfy_lead_strategic_finance/2026-07-10/darsh_shah_comfy_lead_strategic_finance_resume_2026-07-10.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Strategic Finance | Forecasting, Fundraising & Scenario Planning", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short video platform, 180 million MAU) | Bengaluru, India", "**Strategic Finance | Forecasting, Fundraising & Scenario Planning**" ] }, { "text": "Built the sales-capacity scenario model for a 6-month expansion from 50 to 200 reps against a $300M plan, setting headcount, channel mix, and productivity-ramp assumptions under high ambiguity", "cluster_id": "epic-sales-capacity-scenario-model-month", "word_count": 28, "opening_verb": "Built", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "product" ], "metrics": [ "$300M", "300M", "6", "50", "200", "300" ], "keywords": [ "sales-capacity", "scenario", "model", "month", "expansion", "reps", "against", "plan" ], "source_resume": "comfy_lead_strategic_finance/2026-07-10/darsh_shah_comfy_lead_strategic_finance_resume_2026-07-10.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Strategic Finance | Forecasting, Fundraising & Scenario Planning", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short video platform, 180 million MAU) | Bengaluru, India", "**Strategic Finance | Forecasting, Fundraising & Scenario Planning**" ] }, { "text": "Shaped the business case for ShareChat's live-audio virtual gifting product, tying DAUs, paying users, creator payouts, retention, and contribution margin to feature and investment decisions as monthly GMV grew from ~$1M to ~$5M", "cluster_id": "sharechat-live-audio-unit-economics", "word_count": 33, "opening_verb": "Shaped", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance", "growth" ], "metrics": [ "$1M", "$5M", "1M", "5M", "1", "5" ], "keywords": [ "Shaped", "business", "case", "ShareChat", "live-audio", "virtual", "gifting", "product" ], "source_resume": "comfy_lead_strategic_finance/2026-07-10/darsh_shah_comfy_lead_strategic_finance_resume_2026-07-10.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Strategic Finance | Forecasting, Fundraising & Scenario Planning", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short video platform, 180 million MAU) | Bengaluru, India", "**Strategic Finance | Forecasting, Fundraising & Scenario Planning**" ] }, { "text": "Repriced three SaaS plans around usage, storage cost, churn risk, and customer migration, shaping ~$500K in annualized EBITDA growth", "cluster_id": "pass-pricing-tiers", "word_count": 19, "opening_verb": "Repriced", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "finance", "technical", "growth" ], "metrics": [ "$500K", "500K", "500" ], "keywords": [ "Repriced", "three", "SaaS", "plans", "around", "usage", "storage", "cost" ], "source_resume": "comfy_lead_strategic_finance/2026-07-10/darsh_shah_comfy_lead_strategic_finance_resume_2026-07-10.md", "section": "Professional Experience", "company": "PASS+", "role": "Chief of Staff", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2023 | PASS+ (Vertical SaaS platform, 25K users) | Los Angeles, CA", "**Chief of Staff**" ] }, { "text": "Built unit-economics models with LTV, churn, retention, and CAC inputs for a $1M gaming-as-a-service decision and a $3M content-platform launch, framing product investment tradeoffs for executives", "cluster_id": "pass-unit-economics-models-ltv-churn", "word_count": 26, "opening_verb": "Built", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance", "technical", "growth" ], "metrics": [ "$1M", "$3M", "1M", "3M", "1", "3" ], "keywords": [ "unit-economics", "models", "LTV", "churn", "retention", "CAC", "inputs", "gaming-as-a-service" ], "source_resume": "comfy_lead_strategic_finance/2026-07-10/darsh_shah_comfy_lead_strategic_finance_resume_2026-07-10.md", "section": "Professional Experience", "company": "RAINSHINE ENTERTAINMENT", "role": "Corporate Development & Finance, Manager", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2017 - 2021 | RAINSHINE ENTERTAINMENT (media/gaming investment platform) | Mumbai, India", "**Corporate Development & Finance, Manager**" ] }, { "text": "Automated finance and performance data from 10+ sources into a centralized Python data lake, cutting manual reporting pulls and standardizing the team's source of truth", "cluster_id": "sharechat-salesforce-workflow", "word_count": 25, "opening_verb": "Automated", "bullet_shape": "system_or_workflow", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "analytics", "technical" ], "metrics": [ "10" ], "keywords": [ "data", "Automated", "finance", "performance", "sources", "centralized", "Python", "lake" ], "source_resume": "comfy_lead_strategic_finance/2026-07-10/darsh_shah_comfy_lead_strategic_finance_resume_2026-07-10.md", "section": "Professional Experience", "company": "RAINSHINE ENTERTAINMENT", "role": "Corporate Development & Finance, Manager", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2017 - 2021 | RAINSHINE ENTERTAINMENT (media/gaming investment platform) | Mumbai, India", "**Corporate Development & Finance, Manager**" ] }, { "text": "Recalibrated regional quotas and rebalanced enterprise sales coverage around renewal cycles, cutting the quota-attainment gap by 50%", "cluster_id": "epic-recalibrated-regional-quotas-rebalanced", "word_count": 17, "opening_verb": "Recalibrated", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [], "metrics": [ "50%", "50" ], "keywords": [ "Recalibrated", "regional", "quotas", "rebalanced", "enterprise", "sales", "coverage", "around" ], "source_resume": "cursor_gtm_finance_sales_business_partner/2026-07-24/darsh_shah_cursor_gtm_finance_sales_business_partner_resume_2026-07-24.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Senior Financial Analyst | GTM Finance, Unreal Engine & AI Products", "approval_status": "approved", "achievement_id": "epic-regional-quota-coverage", "context": [ "### Oct 2024 - Present | EPIC GAMES (Unreal Engine developer platform) | Hybrid", "**Senior Financial Analyst | GTM Finance, Unreal Engine & AI Products**" ] }, { "text": "Sized commercial, technical, and market-development headcount for a dedicated China organization based on market opportunity, informing a $40M annual investment decision", "cluster_id": "epic-market-intelligence-tam", "word_count": 21, "opening_verb": "Sized", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [], "hints": [] }, "themes": [ "finance" ], "metrics": [ "$40M", "40M", "40" ], "keywords": [ "Sized", "commercial", "technical", "market-development", "headcount", "dedicated", "China", "organization" ], "source_resume": "cursor_gtm_finance_sales_business_partner/2026-07-24/darsh_shah_cursor_gtm_finance_sales_business_partner_resume_2026-07-24.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Senior Financial Analyst | GTM Finance, Unreal Engine & AI Products", "approval_status": "approved", "achievement_id": "epic-china-cross-functional-headcount-plan", "context": [ "### Oct 2024 - Present | EPIC GAMES (Unreal Engine developer platform) | Hybrid", "**Senior Financial Analyst | GTM Finance, Unreal Engine & AI Products**" ] }, { "text": "Redesigned launch pricing and packaging for Epic's usage-based AI platform, aligning credit consumption with cost-to-serve to protect ~50% gross margin and eliminate ~$25M in annualized downside risk", "cluster_id": "epic-redesigned-launch-pricing-packaging", "word_count": 27, "opening_verb": "Redesigned", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "technical" ], "metrics": [ "$25M", "50%", "25M", "50", "25" ], "keywords": [ "Redesigned", "launch", "pricing", "packaging", "Epic", "usage-based", "platform", "aligning" ], "source_resume": "cursor_gtm_finance_sales_business_partner/2026-07-24/darsh_shah_cursor_gtm_finance_sales_business_partner_resume_2026-07-24.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Senior Financial Analyst | GTM Finance, Unreal Engine & AI Products", "approval_status": "approved", "achievement_id": "epic-usage-based-ai-pricing-packaging", "context": [ "### Oct 2024 - Present | EPIC GAMES (Unreal Engine developer platform) | Hybrid", "**Senior Financial Analyst | GTM Finance, Unreal Engine & AI Products**" ] }, { "text": "Raised weighted-average contracted royalty rates from <1% to ~3% across $350M-$400M in licensing deal value by overhauling pricing and approval guardrails", "cluster_id": "epic-royalty-guardrails", "word_count": 21, "opening_verb": "Raised", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [], "metrics": [ "$350M", "$400M", "1%", "3%", "350M", "400M", "1", "3", "350", "400" ], "keywords": [ "Raised", "weighted-average", "contracted", "royalty", "rates", "licensing", "deal", "value" ], "source_resume": "cursor_gtm_finance_sales_business_partner/2026-07-24/darsh_shah_cursor_gtm_finance_sales_business_partner_resume_2026-07-24.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Senior Financial Analyst | GTM Finance, Unreal Engine & AI Products", "approval_status": "approved", "achievement_id": "epic-licensing-pricing-approval-guardrails", "context": [ "### Oct 2024 - Present | EPIC GAMES (Unreal Engine developer platform) | Hybrid", "**Senior Financial Analyst | GTM Finance, Unreal Engine & AI Products**" ] }, { "text": "Built an agent-assisted close and leadership reporting pipeline used by the CFO, cutting monthly report delivery from 2+ days to ~1 hour", "cluster_id": "epic-agent-assisted-close-leadership-reporting", "word_count": 22, "opening_verb": "Built", "bullet_shape": "system_or_workflow", "critique": { "flags": [ "implementation_heavy" ], "hints": [ "Check nearby bullets; if several are system-building bullets, reframe one around the decision or business result." ] }, "themes": [], "metrics": [ "2", "1" ], "keywords": [ "agent-assisted", "close", "leadership", "reporting", "pipeline", "used", "CFO", "cutting" ], "source_resume": "cursor_gtm_finance_sales_business_partner/2026-07-24/darsh_shah_cursor_gtm_finance_sales_business_partner_resume_2026-07-24.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Agentic Finance | Internal Tooling & Enablement", "approval_status": "approved", "achievement_id": "epic-agent-assisted-close-leadership-reporting", "context": [ "**Senior Financial Analyst | GTM Finance, Unreal Engine & AI Products**", "**Agentic Finance | Internal Tooling & Enablement**" ] }, { "text": "Productized an agent workspace for 20+ nontechnical finance users, enabling secure self-service analysis across core data systems and saving 50+ team hours per week", "cluster_id": "epic-productized-agent-workspace-nontechnical", "word_count": 24, "opening_verb": "Productized", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "product", "analytics" ], "metrics": [ "20", "50" ], "keywords": [ "Productized", "agent", "workspace", "nontechnical", "finance", "users", "enabling", "secure" ], "source_resume": "cursor_gtm_finance_sales_business_partner/2026-07-24/darsh_shah_cursor_gtm_finance_sales_business_partner_resume_2026-07-24.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Agentic Finance | Internal Tooling & Enablement", "approval_status": "approved", "achievement_id": "epic-agent-workspace-finance-self-service", "context": [ "**Senior Financial Analyst | GTM Finance, Unreal Engine & AI Products**", "**Agentic Finance | Internal Tooling & Enablement**" ] }, { "text": "Planned and paced a 4x sales organization expansion from 50 to 200 reps against a $300M revenue target, building capacity and ramp models with the CRO and regional leaders and partnering with Recruiting on hiring plans", "cluster_id": "epic-planned-paced-sales-organization", "word_count": 36, "opening_verb": "Planned", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [ "long_over_35_words" ], "hints": [ "Trim to 25-35 words or split into one achievement and one supporting detail." ] }, "themes": [ "finance" ], "metrics": [ "$300M", "4x", "300M", "4", "50", "200", "300" ], "keywords": [ "Planned", "paced", "sales", "organization", "expansion", "reps", "against", "revenue" ], "source_resume": "cursor_gtm_finance_sales_business_partner/2026-07-24/darsh_shah_cursor_gtm_finance_sales_business_partner_resume_2026-07-24.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Manager, Strategic Finance | Sales Planning & Revenue Operations", "approval_status": "approved", "achievement_id": "sharechat-sales-capacity-hiring-pace", "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed platform, 180M MAU) | Bengaluru, India", "**Manager, Strategic Finance | Sales Planning & Revenue Operations**" ] }, { "text": "Built ShareChat's first rolling three-month revenue forecast in Salesforce for weekly CRO sales reviews, keeping monthly forecasts within 5% of actuals and surfacing pipeline risks for timely intervention", "cluster_id": "sharechat-salesforce-workflow", "word_count": 28, "opening_verb": "Built", "bullet_shape": "system_or_workflow", "critique": { "flags": [ "implementation_heavy" ], "hints": [ "Check nearby bullets; if several are system-building bullets, reframe one around the decision or business result." ] }, "themes": [ "finance" ], "metrics": [ "5%", "5" ], "keywords": [ "ShareChat", "first", "rolling", "three-month", "revenue", "forecast", "Salesforce", "weekly" ], "source_resume": "cursor_gtm_finance_sales_business_partner/2026-07-24/darsh_shah_cursor_gtm_finance_sales_business_partner_resume_2026-07-24.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Manager, Strategic Finance | Sales Planning & Revenue Operations", "approval_status": "approved", "achievement_id": "sharechat-rolling-revenue-forecast-cro-reviews", "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed platform, 180M MAU) | Bengaluru, India", "**Manager, Strategic Finance | Sales Planning & Revenue Operations**" ] }, { "text": "Redesigned rep commissions and launched a peak-season incentive program, lifting weighted-average bookings per rep 25% versus the prior-year peak season", "cluster_id": "epic-rep-redesigned-commissions-peak-season", "word_count": 20, "opening_verb": "Redesigned", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "product" ], "metrics": [ "25%", "25" ], "keywords": [ "rep", "Redesigned", "commissions", "peak-season", "incentive", "program", "lifting", "weighted-average" ], "source_resume": "cursor_gtm_finance_sales_business_partner/2026-07-24/darsh_shah_cursor_gtm_finance_sales_business_partner_resume_2026-07-24.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Manager, Strategic Finance | Sales Planning & Revenue Operations", "approval_status": "approved", "achievement_id": "sharechat-rep-commission-peak-incentive", "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed platform, 180M MAU) | Bengaluru, India", "**Manager, Strategic Finance | Sales Planning & Revenue Operations**" ] }, { "text": "Owned the consolidated revenue plan for ShareChat's $255M Series G, integrating self-serve, programmatic, and direct sales forecasts into the fundraising model and investor diligence", "cluster_id": "sharechat-series-g-revenue-planning", "word_count": 24, "opening_verb": "Owned", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "finance" ], "metrics": [ "$255M", "255M", "255" ], "keywords": [ "Owned", "consolidated", "revenue", "plan", "ShareChat", "Series", "integrating", "self-serve" ], "source_resume": "cursor_gtm_finance_sales_business_partner/2026-07-24/darsh_shah_cursor_gtm_finance_sales_business_partner_resume_2026-07-24.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Manager, Strategic Finance | Sales Planning & Revenue Operations", "approval_status": "approved", "achievement_id": "sharechat-series-g-consolidated-revenue-plan", "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed platform, 180M MAU) | Bengaluru, India", "**Manager, Strategic Finance | Sales Planning & Revenue Operations**" ] }, { "text": "Co-led pricing and commercial terms with the Head of Agencies to close a $50M+ annual advertising contract, balancing committed spend, inventory yield, and revenue predictability", "cluster_id": "epic-co-led-pricing-commercial-terms", "word_count": 25, "opening_verb": "Co-led", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "finance" ], "metrics": [ "$50M", "50M", "50" ], "keywords": [ "Co-led", "pricing", "commercial", "terms", "Head", "Agencies", "close", "annual" ], "source_resume": "cursor_gtm_finance_sales_business_partner/2026-07-24/darsh_shah_cursor_gtm_finance_sales_business_partner_resume_2026-07-24.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Manager, Strategic Finance | Sales Planning & Revenue Operations", "approval_status": "approved", "achievement_id": "sharechat-annual-advertising-contract-pricing", "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed platform, 180M MAU) | Bengaluru, India", "**Manager, Strategic Finance | Sales Planning & Revenue Operations**" ] }, { "text": "Drove ~$500K in annualized EBITDA growth by repricing three B2B SaaS plans around usage, storage costs, and churn risk, then leading customer migration with the CEO, Marketing, and Customer Success", "cluster_id": "pass-pricing-tiers", "word_count": 30, "opening_verb": "Drove", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "finance", "growth" ], "metrics": [ "$500K", "500K", "500" ], "keywords": [ "Drove", "annualized", "EBITDA", "growth", "repricing", "three", "B2B", "SaaS" ], "source_resume": "cursor_gtm_finance_sales_business_partner/2026-07-24/darsh_shah_cursor_gtm_finance_sales_business_partner_resume_2026-07-24.md", "section": "Professional Experience", "company": "PASS+", "role": "Chief of Staff to CEO", "approval_status": "approved", "achievement_id": "pass-saas-repricing-ebitda-growth", "context": [ "### 2023 | PASS+ (B2B SaaS, 25K users) | Los Angeles, CA", "**Chief of Staff to CEO** | MBA Summer Intern" ] }, { "text": "Built acquisition P&Ls and post-close operating plans for $75M+ in studio acquisitions, translating diligence assumptions into integration budgets, synergy targets, and finance review materials", "cluster_id": "rainshine-acquisition-integration-planning", "word_count": 24, "opening_verb": "Built", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "finance", "operations", "growth" ], "metrics": [ "$75M", "75M", "75" ], "keywords": [ "acquisition", "post-close", "operating", "plans", "studio", "acquisitions", "translating", "diligence" ], "source_resume": "cursor_gtm_finance_sales_business_partner/2026-07-24/darsh_shah_cursor_gtm_finance_sales_business_partner_resume_2026-07-24.md", "section": "Professional Experience", "company": "RAINSHINE ENTERTAINMENT", "role": "Manager, Corporate Development and Finance", "approval_status": "approved", "achievement_id": "rainshine-acquisition-integration-planning", "context": [ "### 2017 - 2021 | RAINSHINE ENTERTAINMENT (Digital media investment platform) | Mumbai, India", "**Manager, Corporate Development and Finance**" ] }, { "text": "Own the financial model and unit economics for Epic's AI Creator Tools, setting launch pricing and removing ~$25M in annualized margin risk at ~50% gross margin", "cluster_id": "epic-margin-own-financial-model", "word_count": 26, "opening_verb": "Own", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product" ], "metrics": [ "$25M", "50%", "25M", "25", "50" ], "keywords": [ "margin", "Own", "financial", "model", "unit", "economics", "Epic", "Creator" ], "source_resume": "eventual_founding_ops/2026-07-21/darsh_shah_eventual_founding_ops_resume_2026-07-21.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Strategy & Operations | Finance, Launches & AI Workflows", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (Game Dev Tools) | Hybrid", "**Strategy & Operations | Finance, Launches & AI Workflows**" ] }, { "text": "Stood up cross-functional launch reviews linking Product, Engineering, GTM, and Finance on readiness gates, usage thresholds, pricing tradeoffs, and budget decisions", "cluster_id": "epic-stood-cross-functional-launch-reviews", "word_count": 21, "opening_verb": "Stood", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "product", "technical", "growth" ], "metrics": [], "keywords": [ "Stood", "cross-functional", "launch", "reviews", "linking", "Product", "Engineering", "GTM" ], "source_resume": "eventual_founding_ops/2026-07-21/darsh_shah_eventual_founding_ops_resume_2026-07-21.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Strategy & Operations | Finance, Launches & AI Workflows", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (Game Dev Tools) | Hybrid", "**Strategy & Operations | Finance, Launches & AI Workflows**" ] }, { "text": "Built a finance data pipeline and live HTML reporting harness, cutting Day 1 reporting lead time from 2+ days to ~1 hour", "cluster_id": "epic-reporting-finance-data-pipeline", "word_count": 22, "opening_verb": "Built", "bullet_shape": "system_or_workflow", "critique": { "flags": [ "implementation_heavy" ], "hints": [ "Check nearby bullets; if several are system-building bullets, reframe one around the decision or business result." ] }, "themes": [ "analytics", "technical" ], "metrics": [ "1", "2" ], "keywords": [ "reporting", "finance", "data", "pipeline", "live", "HTML", "harness", "cutting" ], "source_resume": "eventual_founding_ops/2026-07-21/darsh_shah_eventual_founding_ops_resume_2026-07-21.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Strategy & Operations | Finance, Launches & AI Workflows", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (Game Dev Tools) | Hybrid", "**Strategy & Operations | Finance, Launches & AI Workflows**" ] }, { "text": "Shipped schema-aware Claude Code workflows and enablement for 20+ finance and business users, turning one-off analyses into reusable skills across 10+ workflows", "cluster_id": "epic-ai-enablement", "word_count": 22, "opening_verb": "Shipped", "bullet_shape": "ai_enablement", "critique": { "flags": [ "try_hard_language" ], "hints": [ "Can be useful, but often sounds corporate; make the user/outcome concrete." ] }, "themes": [ "product" ], "metrics": [ "20", "10" ], "keywords": [ "workflows", "Shipped", "schema-aware", "Claude", "Code", "enablement", "finance", "business" ], "source_resume": "eventual_founding_ops/2026-07-21/darsh_shah_eventual_founding_ops_resume_2026-07-21.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Strategy & Operations | Finance, Launches & AI Workflows", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (Game Dev Tools) | Hybrid", "**Strategy & Operations | Finance, Launches & AI Workflows**" ] }, { "text": "Owned revenue planning for ShareChat's $255M Series G, translating business-unit forecasts into board and investor diligence materials", "cluster_id": "sharechat-series-g-revenue-planning", "word_count": 17, "opening_verb": "Owned", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "finance", "operations" ], "metrics": [ "$255M", "255M", "255" ], "keywords": [ "Owned", "revenue", "planning", "ShareChat", "Series", "translating", "business-unit", "forecasts" ], "source_resume": "eventual_founding_ops/2026-07-21/darsh_shah_eventual_founding_ops_resume_2026-07-21.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Special Projects & Business Operations (CEO's Office) | Finance, Revenue & Marketing Ops", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short-video platform, 180M MAU) | Bengaluru, India", "**Special Projects & Business Operations (CEO's Office) | Finance, Revenue & Marketing Ops** | through role expansion" ] }, { "text": "Owned org-wide Salesforce rollout across ~400 sales users, scoping requirements, supervising the build, and running training to reach 99% adoption in 3 months", "cluster_id": "sharechat-salesforce-workflow", "word_count": 23, "opening_verb": "Owned", "bullet_shape": "system_or_workflow", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "operations" ], "metrics": [ "99%", "400", "99", "3" ], "keywords": [ "Owned", "org-wide", "Salesforce", "rollout", "sales", "users", "scoping", "requirements" ], "source_resume": "eventual_founding_ops/2026-07-21/darsh_shah_eventual_founding_ops_resume_2026-07-21.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Special Projects & Business Operations (CEO's Office) | Finance, Revenue & Marketing Ops", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short-video platform, 180M MAU) | Bengaluru, India", "**Special Projects & Business Operations (CEO's Office) | Finance, Revenue & Marketing Ops** | through role expansion" ] }, { "text": "Conceptualized and launched an India-focused advertiser conference with a multi-channel campaign, generating $8M+ in pipeline and securing two partnerships", "cluster_id": "epic-conceptualized-india-focused-advertiser-conference", "word_count": 19, "opening_verb": "Conceptualized", "bullet_shape": "system_or_workflow", "critique": { "flags": [], "hints": [] }, "themes": [ "product" ], "metrics": [ "$8M", "8M", "8" ], "keywords": [ "Conceptualized", "India-focused", "advertiser", "conference", "multi-channel", "campaign", "generating", "pipeline" ], "source_resume": "eventual_founding_ops/2026-07-21/darsh_shah_eventual_founding_ops_resume_2026-07-21.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Special Projects & Business Operations (CEO's Office) | Finance, Revenue & Marketing Ops", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short-video platform, 180M MAU) | Bengaluru, India", "**Special Projects & Business Operations (CEO's Office) | Finance, Revenue & Marketing Ops** | through role expansion" ] }, { "text": "Led launch and GTM of a new short-video ads business line, defining customer value proposition and roadmap to reach $60M ARR within 6 months", "cluster_id": "epic-launch-gtm-new-short-video", "word_count": 24, "opening_verb": "Led", "bullet_shape": "leadership_or_rollout", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "product", "finance", "growth" ], "metrics": [ "$60M", "60M", "60", "6" ], "keywords": [ "launch", "GTM", "new", "short-video", "ads", "business", "line", "defining" ], "source_resume": "eventual_founding_ops/2026-07-21/darsh_shah_eventual_founding_ops_resume_2026-07-21.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Special Projects & Business Operations (CEO's Office) | Finance, Revenue & Marketing Ops", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short-video platform, 180M MAU) | Bengaluru, India", "**Special Projects & Business Operations (CEO's Office) | Finance, Revenue & Marketing Ops** | through role expansion" ] }, { "text": "Built customer operations from zero through a JIRA service desk, Confluence self-service, support team, and SLAs, cutting complaints 38% and earning an accelerated top-1% promotion", "cluster_id": "epic-customer-operations-zero-jira", "word_count": 25, "opening_verb": "Built", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "operations" ], "metrics": [ "38%", "1%", "38", "1" ], "keywords": [ "customer", "operations", "zero", "JIRA", "service", "desk", "Confluence", "self-service" ], "source_resume": "eventual_founding_ops/2026-07-21/darsh_shah_eventual_founding_ops_resume_2026-07-21.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Special Projects & Business Operations (CEO's Office) | Finance, Revenue & Marketing Ops", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short-video platform, 180M MAU) | Bengaluru, India", "**Special Projects & Business Operations (CEO's Office) | Finance, Revenue & Marketing Ops** | through role expansion" ] }, { "text": "Repriced three SaaS plans around usage, storage cost, and churn risk while leading customer migration with Marketing and Customer Success, shaping ~$500K in annualized EBITDA growth", "cluster_id": "pass-pricing-tiers", "word_count": 26, "opening_verb": "Repriced", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "finance", "technical", "growth" ], "metrics": [ "$500K", "500K", "500" ], "keywords": [ "Repriced", "three", "SaaS", "plans", "around", "usage", "storage", "cost" ], "source_resume": "eventual_founding_ops/2026-07-21/darsh_shah_eventual_founding_ops_resume_2026-07-21.md", "section": "Professional Experience", "company": "PASS+", "role": "Chief of Staff (MBA Intern)", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2023 | PASS+ (Vertical SaaS platform, 25K users) | Los Angeles, CA", "**Chief of Staff (MBA Intern)**" ] }, { "text": "Ran acquisition experiments across messaging, personas, and channels as a new plan scaled to 1,000+ customers and $600K ARR in 6 months", "cluster_id": "epic-ran-acquisition-experiments-messaging", "word_count": 22, "opening_verb": "Ran", "bullet_shape": "leadership_or_rollout", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "finance", "analytics", "growth" ], "metrics": [ "$600K", "600K", "1,000", "600", "6" ], "keywords": [ "Ran", "acquisition", "experiments", "messaging", "personas", "channels", "new", "plan" ], "source_resume": "eventual_founding_ops/2026-07-21/darsh_shah_eventual_founding_ops_resume_2026-07-21.md", "section": "Professional Experience", "company": "PASS+", "role": "Chief of Staff (MBA Intern)", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2023 | PASS+ (Vertical SaaS platform, 25K users) | Los Angeles, CA", "**Chief of Staff (MBA Intern)**" ] }, { "text": "Built valuation, unit-economics, and investment models across $75M+ in acquisitions and product bets, framing capital-allocation decisions for executives and the board", "cluster_id": "rainshine-acquisition-integration-planning", "word_count": 21, "opening_verb": "Built", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance", "technical", "growth" ], "metrics": [ "$75M", "75M", "75" ], "keywords": [ "valuation", "unit-economics", "investment", "models", "acquisitions", "product", "bets", "framing" ], "source_resume": "eventual_founding_ops/2026-07-21/darsh_shah_eventual_founding_ops_resume_2026-07-21.md", "section": "Professional Experience", "company": "RAINSHINE ENTERTAINMENT", "role": "Corporate Development & Operations, Manager", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2017 - 2021 | RAINSHINE ENTERTAINMENT (Media/Gaming Investment Platform) | Mumbai, India", "**Corporate Development & Operations, Manager**" ] }, { "text": "Stood up a long-form journalism business line from zero, securing $3M in funding, building the initial team and content pipeline, and setting product strategy", "cluster_id": "pass-stood-long-form-journalism-business", "word_count": 24, "opening_verb": "Stood", "bullet_shape": "system_or_workflow", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "product" ], "metrics": [ "$3M", "3M", "3" ], "keywords": [ "Stood", "long-form", "journalism", "business", "line", "zero", "securing", "funding" ], "source_resume": "eventual_founding_ops/2026-07-21/darsh_shah_eventual_founding_ops_resume_2026-07-21.md", "section": "Professional Experience", "company": "RAINSHINE ENTERTAINMENT", "role": "Corporate Development & Operations, Manager", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2017 - 2021 | RAINSHINE ENTERTAINMENT (Media/Gaming Investment Platform) | Mumbai, India", "**Corporate Development & Operations, Manager**" ] }, { "text": "Drove $500K EBITDA growth by spearheading comprehensive pricing strategy, securing leadership buy-in for three-tier price increase, and orchestrating successful cross-functional implementation", "cluster_id": "pass-pricing-tiers", "word_count": 21, "opening_verb": "Drove", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [ "try_hard_language" ], "hints": [ "Often filler; replace with the concrete scope.", "Can sound theatrical; use 'led' or name the implementation work." ] }, "themes": [ "leadership", "finance", "growth" ], "metrics": [ "$500K", "500K", "500" ], "keywords": [ "Drove", "EBITDA", "growth", "spearheading", "comprehensive", "pricing", "strategy", "securing" ], "source_resume": "quillbot_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "Jun-Aug 2023 PASS+ (Vertical B2B SaaS - Marketing Automations Platform with 25K paying subscribers) Los Angeles, CA", "Chief of Staff to CEO (MBA Summer Intern)" ] }, { "text": "Performed quantitative and qualitative user research to launch introductory reverse-free trial plan, increasing landing page traffic by 75% and annual subscription revenue by $300K", "cluster_id": "pass-performed-quantitative-qualitative-user", "word_count": 24, "opening_verb": "Performed", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance" ], "metrics": [ "$300K", "75%", "300K", "75", "300" ], "keywords": [ "Performed", "quantitative", "qualitative", "user", "research", "launch", "introductory", "reverse-free" ], "source_resume": "quillbot_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "Jun-Aug 2023 PASS+ (Vertical B2B SaaS - Marketing Automations Platform with 25K paying subscribers) Los Angeles, CA", "Chief of Staff to CEO (MBA Summer Intern)" ] }, { "text": "Enhanced ML Research talent acquisition by analyzing interview-to-offer acceptance data from ATS, optimizing employer branding strategy, and revising compensation packages, improving offer acceptance rates by 30%", "cluster_id": "pass-acceptance-enhanced-research-talent", "word_count": 26, "opening_verb": "Enhanced", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [], "hints": [] }, "themes": [ "analytics", "technical", "growth" ], "metrics": [ "30%", "30" ], "keywords": [ "acceptance", "Enhanced", "Research", "talent", "acquisition", "analyzing", "interview-to-offer", "data" ], "source_resume": "quillbot_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "Manager, Special Projects (CEO\u2019s Office) & Strategic Finance", "Special Projects" ] }, { "text": "Led cross-functional 20-member team across Engineering, Sales, and Operations to design and implement internal CRM platform, managing concept-to-launch process in 3 months and achieving 99% adoption rate through strategic change management and tailored training programs", "cluster_id": "sharechat-salesforce-workflow", "word_count": 35, "opening_verb": "Led", "bullet_shape": "leadership_or_rollout", "critique": { "flags": [ "try_hard_language" ], "hints": [ "Often overused; make the strategy/decision specific." ] }, "themes": [ "leadership", "product", "technical", "operations" ], "metrics": [ "99%", "20", "3", "99" ], "keywords": [ "cross-functional", "member", "team", "Engineering", "Sales", "Operations", "design", "implement" ], "source_resume": "quillbot_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "Manager, Special Projects (CEO\u2019s Office) & Strategic Finance", "Special Projects" ] }, { "text": "Spearheaded $255M Series G fundraise from Google by building and defending a robust financial model, coordinating with financial and legal due diligence teams, and providing critical insights to C-suite executives", "cluster_id": "sharechat-series-g-revenue-planning", "word_count": 30, "opening_verb": "Spearheaded", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [ "try_hard_language" ], "hints": [ "Prestige signal; use sparingly and prefer the decision or artifact.", "Often try-hard; use only when leadership is the point." ] }, "themes": [ "leadership", "finance", "analytics" ], "metrics": [ "$255M", "255M", "255" ], "keywords": [ "financial", "Spearheaded", "Series", "fundraise", "Google", "building", "defending", "robust" ], "source_resume": "quillbot_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "Special Projects", "Strategic Finance" ] }, { "text": "Optimized revenue forecasting dashboard, providing C-suite and Sales daily insights, achieving 95% prediction accuracy and 20% improved reliability, enabling proactive interventions and quarterly target attainment", "cluster_id": "sharechat-revenue-forecasting", "word_count": 25, "opening_verb": "Optimized", "bullet_shape": "system_or_workflow", "critique": { "flags": [ "try_hard_language" ], "hints": [ "Prestige signal; use sparingly and prefer the decision or artifact." ] }, "themes": [ "finance", "analytics" ], "metrics": [ "95%", "20%", "95", "20" ], "keywords": [ "Optimized", "revenue", "forecasting", "dashboard", "providing", "C-suite", "Sales", "daily" ], "source_resume": "quillbot_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "Special Projects", "Strategic Finance" ] }, { "text": "Led annual and quarterly financial forecasting for New Initiatives, translating business insights and key assumptions into financial business cases, facilitating strategic decisions for $50M investment decisions", "cluster_id": "pass-financial-business-decisions-annual", "word_count": 26, "opening_verb": "Led", "bullet_shape": "leadership_or_rollout", "critique": { "flags": [ "try_hard_language" ], "hints": [ "Often overused; make the strategy/decision specific." ] }, "themes": [ "leadership", "finance", "analytics", "operations" ], "metrics": [ "$50M", "50M", "50" ], "keywords": [ "financial", "business", "decisions", "annual", "quarterly", "forecasting", "New", "Initiatives" ], "source_resume": "quillbot_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "Special Projects", "Strategic Finance" ] }, { "text": "Ranked top 1% among 2,000 employees, earning accelerated promotion outside of the regular appraisal cycle", "cluster_id": "pass-ranked-top-employees-earning", "word_count": 15, "opening_verb": "Ranked", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [], "metrics": [ "1%", "1", "2,000" ], "keywords": [ "Ranked", "top", "employees", "earning", "accelerated", "promotion", "outside", "regular" ], "source_resume": "quillbot_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "Special Projects", "Strategic Finance" ] }, { "text": "Engineered real-time platform parsing and pushing crowdsourced medical infrastructure data from 15K+ Discord users, disseminating via Twitter, Instagram, and Telegram to over 2M+ users during healthcare crisis", "cluster_id": "sharechat-users-engineered-real-time-platform", "word_count": 27, "opening_verb": "Engineered", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "analytics", "technical" ], "metrics": [ "15K", "2M", "15", "2" ], "keywords": [ "users", "Engineered", "real-time", "platform", "parsing", "pushing", "crowdsourced", "medical" ], "source_resume": "quillbot_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2020-2021 COVID FIGHTERS INDIA (Crowdsourcing platform for medical infrastructure availability with 15K+ users) Remote", "Co-Founder (Side Project during pandemic)" ] }, { "text": "Developed advanced financial models and risk-adjusted valuation analyses for $75M+ in acquisitions, enhancing decision-making process and improving ROI by 15% across completed deals", "cluster_id": "rainshine-acquisition-integration-planning", "word_count": 23, "opening_verb": "Developed", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [ "try_hard_language" ], "hints": [ "Sounds inflated unless the technical level is essential." ] }, "themes": [ "operations", "growth" ], "metrics": [ "$75M", "15%", "75M", "75", "15" ], "keywords": [ "advanced", "financial", "models", "risk-adjusted", "valuation", "analyses", "acquisitions", "enhancing" ], "source_resume": "quillbot_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2017-2021 RAINSHINE ENTERTAINMENT (Global internet media player with interests in content and gaming) Mumbai, India", "Manager, Corporate Development & FP&A" ] }, { "text": "Spearheaded post-merger integration of 5 entities, restructuring costs and implementing centralized shared staffing system, driving $5M profit increase through group-level synergies and efficiencies", "cluster_id": "rainshine-spearheaded-post-merger-integration-entities", "word_count": 23, "opening_verb": "Spearheaded", "bullet_shape": "general_achievement", "critique": { "flags": [ "try_hard_language" ], "hints": [ "Often try-hard; use only when leadership is the point." ] }, "themes": [], "metrics": [ "$5M", "5M", "5" ], "keywords": [ "Spearheaded", "post-merger", "integration", "entities", "restructuring", "costs", "implementing", "centralized" ], "source_resume": "quillbot_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2017-2021 RAINSHINE ENTERTAINMENT (Global internet media player with interests in content and gaming) Mumbai, India", "Manager, Corporate Development & FP&A" ] }, { "text": "Cultivated relationships with senior executives at 20+ target companies, building robust acquisition pipeline and facilitating successful closure of 3 strategic deals valued at $50M within 18 months", "cluster_id": "rainshine-acquisition-integration-planning", "word_count": 27, "opening_verb": "Cultivated", "bullet_shape": "system_or_workflow", "critique": { "flags": [ "try_hard_language" ], "hints": [ "Often overused; make the strategy/decision specific." ] }, "themes": [ "growth" ], "metrics": [ "$50M", "50M", "20", "3", "50", "18" ], "keywords": [ "Cultivated", "relationships", "senior", "executives", "target", "companies", "building", "robust" ], "source_resume": "quillbot_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2017-2021 RAINSHINE ENTERTAINMENT (Global internet media player with interests in content and gaming) Mumbai, India", "Manager, Corporate Development & FP&A" ] }, { "text": "Built revenue model and financial forecast for gaming-as-a-service product, conducting market sizing and defining key metrics, directly influencing $1M investment decision in mobile game development", "cluster_id": "rainshine-revenue-model-financial-forecast", "word_count": 25, "opening_verb": "Built", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance", "analytics" ], "metrics": [ "$1M", "1M", "1" ], "keywords": [ "revenue", "model", "financial", "forecast", "gaming-as-a-service", "product", "conducting", "market" ], "source_resume": "quillbot_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "Manager, Corporate Development & FP&A", "Assistant Manager, Financial Planning & Analysis" ] }, { "text": "Leveraged user personas, qualitative and quantitative research, and data insights to launch monetization product for creators, increasing retention by 50% and daily streamed minutes by 1.6B ($14.4M revenue impact)", "cluster_id": "sharechat-live-audio-unit-economics", "word_count": 29, "opening_verb": "Leveraged", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance", "analytics", "growth" ], "metrics": [ "$14.4M", "50%", "1.6B", "14.4M", "50", "1", "6", "14", "4" ], "keywords": [ "Leveraged", "user", "personas", "qualitative", "quantitative", "research", "data", "insights" ], "source_resume": "resume_master_2026.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2021-2022 SHARECHAT (Google-backed unicorn, Indian TikTok-equivalent, 180M users) Bengaluru, India", "Product Manager, Live Social Audio, April 2022 \u2013 July 2022" ] }, { "text": "Devised product roadmap for gaming feature as engagement initiative, drafted PRDs, secured engineering bandwidth, owned feature P&L end-to-end; increased app-level average daily time spent by ~2 mins (40M DAU)", "cluster_id": "sharechat-live-audio-unit-economics", "word_count": 29, "opening_verb": "Devised", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance", "technical" ], "metrics": [ "40M", "2", "40" ], "keywords": [ "feature", "Devised", "product", "roadmap", "gaming", "engagement", "initiative", "drafted" ], "source_resume": "resume_master_2026.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2021-2022 SHARECHAT (Google-backed unicorn, Indian TikTok-equivalent, 180M users) Bengaluru, India", "Product Manager, Live Social Audio, April 2022 \u2013 July 2022" ] }, { "text": "Improved user support experience by implementing JIRA service desk and self-service help page (Confluence) and establishing customer support team and turnaround SLAs, reducing customer complaints by 38%", "cluster_id": "sharechat-live-audio-unit-economics", "word_count": 27, "opening_verb": "Improved", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "product", "operations" ], "metrics": [ "38%", "38" ], "keywords": [ "support", "customer", "user", "experience", "implementing", "JIRA", "service", "desk" ], "source_resume": "resume_master_2026.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2021-2022 SHARECHAT (Google-backed unicorn, Indian TikTok-equivalent, 180M users) Bengaluru, India", "Product Manager, Live Social Audio, April 2022 \u2013 July 2022" ] }, { "text": "Advocated for org-wide Salesforce adoption; interviewed sales staff (users), outlined product requirements, supervised development, led roll-out and trainings, attaining 99% adoption among ~400 users in 3 months", "cluster_id": "sharechat-salesforce-workflow", "word_count": 27, "opening_verb": "Advocated", "bullet_shape": "system_or_workflow", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "product", "operations" ], "metrics": [ "99%", "99", "400", "3" ], "keywords": [ "adoption", "users", "Advocated", "org-wide", "Salesforce", "interviewed", "sales", "staff" ], "source_resume": "resume_master_2026.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "Product Manager, Live Social Audio, April 2022 \u2013 July 2022", "Manager, Special Projects & Strategic Finance, September 2021 \u2013 March 2022" ] }, { "text": "Led GTM strategy and execution for short-video ads product; defined customer value prop, long-term roadmap, and collaborated with AI-feed team for feature prioritization, achieving $60M ARR within 6 months of launch", "cluster_id": "sharechat-live-audio-unit-economics", "word_count": 31, "opening_verb": "Led", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "product", "finance", "growth" ], "metrics": [ "$60M", "60M", "60", "6" ], "keywords": [ "GTM", "strategy", "execution", "short-video", "ads", "product", "defined", "customer" ], "source_resume": "resume_master_2026.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "Product Manager, Live Social Audio, April 2022 \u2013 July 2022", "Manager, Special Projects & Strategic Finance, September 2021 \u2013 March 2022" ] }, { "text": "Partnered with product team to design and roll out A/B tests on self-serve advertising (B2B) website, leveraged findings to streamline user journey, reducing funnel drop-offs (~35%) and enhancing monthly sign-ups by 120k+", "cluster_id": "sharechat-live-audio-unit-economics", "word_count": 32, "opening_verb": "Partnered", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "product", "analytics", "technical", "growth" ], "metrics": [ "35%", "120k", "35", "120" ], "keywords": [ "Partnered", "product", "team", "design", "roll", "out", "A/B", "tests" ], "source_resume": "resume_master_2026.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "Product Manager, Live Social Audio, April 2022 \u2013 July 2022", "Manager, Special Projects & Strategic Finance, September 2021 \u2013 March 2022" ] }, { "text": "Received accelerated promotion (in exception of regular appraisal framework; top 1% among 2k employees)", "cluster_id": "sharechat-live-audio-unit-economics", "word_count": 14, "opening_verb": "Received", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [], "metrics": [ "1%", "2k", "1", "2" ], "keywords": [ "Received", "accelerated", "promotion", "exception", "regular", "appraisal", "framework", "top" ], "source_resume": "resume_master_2026.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "Product Manager, Live Social Audio, April 2022 \u2013 July 2022", "Manager, Special Projects & Strategic Finance, September 2021 \u2013 March 2022" ] }, { "text": "Led $3M investment in Nepali-language streaming platform, scoped potential market opportunity, created offline subscriber onboarding model to overcome limited regional online payment penetration", "cluster_id": "sharechat-live-audio-unit-economics", "word_count": 23, "opening_verb": "Led", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "finance", "technical" ], "metrics": [ "$3M", "3M", "3" ], "keywords": [ "investment", "Nepali-language", "streaming", "platform", "scoped", "potential", "market", "opportunity" ], "source_resume": "resume_master_2026.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2017-2021 RAINSHINE ENTERTAINMENT ($75M media search fund; interests in content, gaming, and web3) Mumbai, India", "Manager, Corporate Development & Finance, May 2019 \u2013 September 2021" ] }, { "text": "Launched long-format journalism platform (fiftytwo.in), secured $3M allocation to build initial team and content pipeline, devised product strategy to leverage long-form content to develop high-value documentaries", "cluster_id": "sharechat-live-audio-unit-economics", "word_count": 26, "opening_verb": "Launched", "bullet_shape": "system_or_workflow", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "product", "technical" ], "metrics": [ "$3M", "3M", "3" ], "keywords": [ "content", "long-format", "journalism", "platform", "fiftytwo.in", "secured", "allocation", "build" ], "source_resume": "resume_master_2026.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2017-2021 RAINSHINE ENTERTAINMENT ($75M media search fund; interests in content, gaming, and web3) Mumbai, India", "Manager, Corporate Development & Finance, May 2019 \u2013 September 2021" ] }, { "text": "Built a revenue model for gaming-as-a-service product, performed market assessment, defined success metrics (acquisition cost, churn-rates and subscriber retention, customer LTV), facilitating $1M investment decision", "cluster_id": "sharechat-live-audio-unit-economics", "word_count": 25, "opening_verb": "Built", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance", "analytics", "growth" ], "metrics": [ "$1M", "1M", "1" ], "keywords": [ "revenue", "model", "gaming-as-a-service", "product", "performed", "market", "assessment", "defined" ], "source_resume": "resume_master_2026.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2017-2021 RAINSHINE ENTERTAINMENT ($75M media search fund; interests in content, gaming, and web3) Mumbai, India", "Manager, Corporate Development & Finance, May 2019 \u2013 September 2021" ] }, { "text": "Drove post-merger integration of five companies, renegotiated cost drivers and developed first-of-its-kind centralized HR system enabling group-wide resource-sharing, growing profits by $2.5M, enabling break-even", "cluster_id": "sharechat-live-audio-unit-economics", "word_count": 24, "opening_verb": "Drove", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [], "metrics": [ "$2.5M", "2.5M", "2", "5" ], "keywords": [ "enabling", "Drove", "post-merger", "integration", "five", "companies", "renegotiated", "cost" ], "source_resume": "resume_master_2026.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2017-2021 RAINSHINE ENTERTAINMENT ($75M media search fund; interests in content, gaming, and web3) Mumbai, India", "Manager, Corporate Development & Finance, May 2019 \u2013 September 2021" ] }, { "text": "Optimized performance marketing campaign by creating and executing a renewed geographic targeting strategy, achieving 50% profit growth through significantly lower CPI (and improved in-app advertising CPMs)", "cluster_id": "sharechat-live-audio-unit-economics", "word_count": 26, "opening_verb": "Optimized", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [], "hints": [] }, "themes": [ "growth" ], "metrics": [ "50%", "50" ], "keywords": [ "Optimized", "performance", "marketing", "campaign", "creating", "executing", "renewed", "geographic" ], "source_resume": "resume_master_2026.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "Manager, Corporate Development & Finance, May 2019 \u2013 September 2021", "Assistant Manager, Financial Planning & Analysis, October 2017 \u2013 April 2019" ] }, { "text": "Championed organization-wide data management and analysis best practice by building proprietary Python program to automate data from 10+ data sources into centralized data lake", "cluster_id": "sharechat-live-audio-unit-economics", "word_count": 24, "opening_verb": "Championed", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "analytics", "technical" ], "metrics": [ "10" ], "keywords": [ "data", "Championed", "organization-wide", "management", "analysis", "best", "practice", "building" ], "source_resume": "resume_master_2026.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "Manager, Corporate Development & Finance, May 2019 \u2013 September 2021", "Assistant Manager, Financial Planning & Analysis, October 2017 \u2013 April 2019" ] }, { "text": "Launched reverse-free trial plan driving $390K in gross margin growth by synthesizing insights from 20 user interviews to inform feature bundle and develop GTM strategy", "cluster_id": "pass-reverse-free-trial-plan-driving", "word_count": 25, "opening_verb": "Launched", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "analytics", "growth" ], "metrics": [ "$390K", "390K", "390", "20" ], "keywords": [ "reverse-free", "trial", "plan", "driving", "gross", "margin", "growth", "synthesizing" ], "source_resume": "rippling_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2023 PASS+ (B2B Vertical SaaS \u2013 Post-PMF Marketing Automation Platform with 25K users) Los Angeles, CA", "Chief of Staff (MBA Summer Intern)" ] }, { "text": "Led a subscription pricing update initiative across three plans, generating $360K in incremental revenue with minimal churn, designing customer communications in collaboration with marketing and customer success", "cluster_id": "pass-customer-subscription-pricing-update", "word_count": 27, "opening_verb": "Led", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "finance" ], "metrics": [ "$360K", "360K", "360" ], "keywords": [ "customer", "subscription", "pricing", "update", "initiative", "three", "plans", "generating" ], "source_resume": "rippling_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2023 PASS+ (B2B Vertical SaaS \u2013 Post-PMF Marketing Automation Platform with 25K users) Los Angeles, CA", "Chief of Staff (MBA Summer Intern)" ] }, { "text": "Shipped spatialized audio stream feature, achieving 10% lift in average user time to 11 minutes; collaborated with engineering to optimize cloud streaming cost and achieve feasible unit-economics", "cluster_id": "pass-shipped-spatialized-audio-stream", "word_count": 27, "opening_verb": "Shipped", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "technical" ], "metrics": [ "10%", "10", "11" ], "keywords": [ "Shipped", "spatialized", "audio", "stream", "feature", "achieving", "lift", "average" ], "source_resume": "rippling_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2021-2022 SHARECHAT (Google-backed hypergrowth short-video platform with 180M MAU) Bengaluru, India", "Product Manager (Through Role Expansion)" ] }, { "text": "Collaborated with data science to develop memo on recommendation system for user feed; outlined roadmap to implement bandit recommendation system, promoting new creator discovery by estimated 200%", "cluster_id": "pass-recommendation-system-collaborated-data", "word_count": 27, "opening_verb": "Collaborated", "bullet_shape": "general_achievement", "critique": { "flags": [ "weak_opening_verb" ], "hints": [ "Replace the opening verb with stronger ownership language if truthful." ] }, "themes": [ "product", "analytics" ], "metrics": [ "200%", "200" ], "keywords": [ "recommendation", "system", "Collaborated", "data", "science", "develop", "memo", "user" ], "source_resume": "rippling_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2021-2022 SHARECHAT (Google-backed hypergrowth short-video platform with 180M MAU) Bengaluru, India", "Product Manager (Through Role Expansion)" ] }, { "text": "Developed internal CRM product from concept-to-launch in 3 months by leading cross-functional 30-member team across engineering, sales, and operations to enable revenue forecasting with 99%+ precision", "cluster_id": "sharechat-salesforce-workflow", "word_count": 26, "opening_verb": "Developed", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "product", "finance", "technical" ], "metrics": [ "99%", "3", "30", "99" ], "keywords": [ "internal", "CRM", "product", "concept-to-launch", "months", "leading", "cross-functional", "member" ], "source_resume": "rippling_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2021-2022 SHARECHAT (Google-backed hypergrowth short-video platform with 180M MAU) Bengaluru, India", "Product Manager (Through Role Expansion)" ] }, { "text": "Revamped creator monetization program by instituting a revenue-sharing model affecting 200K audio creators, resulting in $24M in payouts at launch and 50% increase in creator activity and GMV over six months", "cluster_id": "sharechat-live-audio-unit-economics", "word_count": 31, "opening_verb": "Revamped", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance" ], "metrics": [ "$24M", "50%", "200K", "24M", "200", "24", "50" ], "keywords": [ "creator", "Revamped", "monetization", "program", "instituting", "revenue-sharing", "model", "affecting" ], "source_resume": "rippling_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "Product Manager (Through Role Expansion)", "Strategic Finance (Ads Product)" ] }, { "text": "Engineered financial model, building profitable scale-up plan and securing a $10M quarterly performance marketing budget allocation by establishing robust LTV/CAC success metrics", "cluster_id": "pass-engineered-financial-model-building", "word_count": 22, "opening_verb": "Engineered", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "analytics" ], "metrics": [ "$10M", "10M", "10" ], "keywords": [ "Engineered", "financial", "model", "building", "profitable", "scale-up", "plan", "securing" ], "source_resume": "rippling_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "Product Manager (Through Role Expansion)", "Strategic Finance (Ads Product)" ] }, { "text": "Collaborated with Sales and Commercial teams, providing pricing and performance insights to model and negotiate bulk inventory sales to media-buying agencies; closed annual pre-sales deals worth $50M", "cluster_id": "pass-collaborated-sales-commercial-teams", "word_count": 27, "opening_verb": "Collaborated", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [ "weak_opening_verb" ], "hints": [ "Replace the opening verb with stronger ownership language if truthful." ] }, "themes": [ "leadership", "analytics" ], "metrics": [ "$50M", "50M", "50" ], "keywords": [ "Collaborated", "Sales", "Commercial", "teams", "providing", "pricing", "performance", "insights" ], "source_resume": "rippling_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "Product Manager (Through Role Expansion)", "Strategic Finance (Ads Product)" ] }, { "text": "Received expedited promotion within <6 months of joining on account of extra-mile performance", "cluster_id": "pass-received-expedited-promotion-months", "word_count": 13, "opening_verb": "Received", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [], "metrics": [ "6" ], "keywords": [ "Received", "expedited", "promotion", "months", "joining", "account", "extra-mile", "performance" ], "source_resume": "rippling_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "Product Manager (Through Role Expansion)", "Strategic Finance (Ads Product)" ] }, { "text": "Led $3M investment in Nepali-language streaming platform, scoped potential market opportunity, created offline subscriber onboarding model to overcome limited regional online payment penetration", "cluster_id": "sharechat-investment-nepali-language-streaming-platform", "word_count": 23, "opening_verb": "Led", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "finance", "technical" ], "metrics": [ "$3M", "3M", "3" ], "keywords": [ "investment", "Nepali-language", "streaming", "platform", "scoped", "potential", "market", "opportunity" ], "source_resume": "rippling_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2017-2021 RAINSHINE ENTERTAINMENT (Global internet media player with interests in content and gaming) Mumbai, India", "Manager, Corporate Development, May 2019 \u2013 September 2021" ] }, { "text": "Built revenue model for gaming-as-a-service product, performed market assessment, and defined success metrics influencing $1M investment decision", "cluster_id": "sharechat-revenue-model-gaming-as-a-service-product", "word_count": 17, "opening_verb": "Built", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance", "analytics" ], "metrics": [ "$1M", "1M", "1" ], "keywords": [ "revenue", "model", "gaming-as-a-service", "product", "performed", "market", "assessment", "defined" ], "source_resume": "rippling_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2017-2021 RAINSHINE ENTERTAINMENT (Global internet media player with interests in content and gaming) Mumbai, India", "Manager, Corporate Development, May 2019 \u2013 September 2021" ] }, { "text": "Drove post-merger integration of 5 entities, renegotiated cost drivers and developed first-of-its-kind centralized", "cluster_id": "sharechat-drove-post-merger-integration-entities", "word_count": 13, "opening_verb": "Drove", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [], "metrics": [ "5" ], "keywords": [ "Drove", "post-merger", "integration", "entities", "renegotiated", "cost", "drivers", "first-of-its-kind" ], "source_resume": "rippling_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2017-2021 RAINSHINE ENTERTAINMENT (Global internet media player with interests in content and gaming) Mumbai, India", "Manager, Corporate Development, May 2019 \u2013 September 2021" ] }, { "text": "Optimized product marketing campaign by building consensus in a cross-functional team to execute a renewed geographic targeting strategy, achieving 50% profit growth through lower CPIs and higher ad revenues", "cluster_id": "rainshine-optimized-product-marketing-campaign", "word_count": 29, "opening_verb": "Optimized", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "product", "finance", "growth" ], "metrics": [ "50%", "50" ], "keywords": [ "Optimized", "product", "marketing", "campaign", "building", "consensus", "cross-functional", "team" ], "source_resume": "rippling_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "HR system enabling group-wide human capital sharing, growing profits by $2.5M enabling break-even", "Assistant Manager, Financial Planning & Analysis, October 2017 \u2013 May 2019" ] }, { "text": "Developed ETL tooling using Python to integrate data from over 10 sources into a SQL warehouse, enhancing analyst productivity by 40% through streamlined data accessibility and processing", "cluster_id": "rainshine-data-etl-tooling-python", "word_count": 27, "opening_verb": "Developed", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "analytics", "technical", "operations" ], "metrics": [ "40%", "10", "40" ], "keywords": [ "data", "ETL", "tooling", "Python", "integrate", "over", "sources", "SQL" ], "source_resume": "rippling_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "HR system enabling group-wide human capital sharing, growing profits by $2.5M enabling break-even", "Assistant Manager, Financial Planning & Analysis, October 2017 \u2013 May 2019" ] }, { "text": "Performed quantitative and qualitative user research to launch introductory reverse-free trial plan, developing unique value proposition messaging, helping improve website landing page traffic by 75%", "cluster_id": "pass-performed-quantitative-qualitative-user", "word_count": 25, "opening_verb": "Performed", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "product" ], "metrics": [ "75%", "75" ], "keywords": [ "Performed", "quantitative", "qualitative", "user", "research", "launch", "introductory", "reverse-free" ], "source_resume": "snowflake_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2023-Present PASS+ (B2B Vertical SaaS \u2013 Post-PMF Marketing Automation Platform with 25K users) Los Angeles, CA", "Product Marketing Manager" ] }, { "text": "Implemented customer acquisition experiments testing hypotheses across messaging, personas, and channels as introductory plan scaled to >1000+ customers and $600K in ARR in 6 months", "cluster_id": "pass-implemented-customer-acquisition-experiments", "word_count": 25, "opening_verb": "Implemented", "bullet_shape": "leadership_or_rollout", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "finance", "analytics", "growth" ], "metrics": [ "$600K", "600K", "1000", "600", "6" ], "keywords": [ "Implemented", "customer", "acquisition", "experiments", "testing", "hypotheses", "messaging", "personas" ], "source_resume": "snowflake_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2023-Present PASS+ (B2B Vertical SaaS \u2013 Post-PMF Marketing Automation Platform with 25K users) Los Angeles, CA", "Product Marketing Manager" ] }, { "text": "Directed subscription pricing update initiative across three plans, building messaging strategy in collaboration with marketing and customer success, generating $360K in incremental revenue with minimal churn", "cluster_id": "pass-directed-subscription-pricing-update", "word_count": 26, "opening_verb": "Directed", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "finance" ], "metrics": [ "$360K", "360K", "360" ], "keywords": [ "Directed", "subscription", "pricing", "update", "initiative", "three", "plans", "building" ], "source_resume": "snowflake_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2023-Present PASS+ (B2B Vertical SaaS \u2013 Post-PMF Marketing Automation Platform with 25K users) Los Angeles, CA", "Product Marketing Manager" ] }, { "text": "Developed segment and persona-specific sales playbooks and marketing collateral, enhancing pitch effectiveness and driving a 15% quarter-over-quarter increase in conversion rates", "cluster_id": "pass-segment-persona-specific-sales-playbooks", "word_count": 21, "opening_verb": "Developed", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "growth" ], "metrics": [ "15%", "15" ], "keywords": [ "segment", "persona-specific", "sales", "playbooks", "marketing", "collateral", "enhancing", "pitch" ], "source_resume": "snowflake_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2023-Present PASS+ (B2B Vertical SaaS \u2013 Post-PMF Marketing Automation Platform with 25K users) Los Angeles, CA", "Product Marketing Manager" ] }, { "text": "Spearheaded GTM launch strategy for display ads, developing plan with Sales and Marketing identifying target markets and vertical-based recommendations; enabled $60M ARR within 6 months of launch", "cluster_id": "pass-launch-spearheaded-gtm-strategy", "word_count": 27, "opening_verb": "Spearheaded", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [ "try_hard_language" ], "hints": [ "Often try-hard; use only when leadership is the point." ] }, "themes": [ "leadership", "product", "finance", "growth" ], "metrics": [ "$60M", "60M", "60", "6" ], "keywords": [ "launch", "Spearheaded", "GTM", "strategy", "display", "ads", "developing", "plan" ], "source_resume": "snowflake_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2021-2022 SHARECHAT (Google-backed hypergrowth short-video platform with 180M MAU) Bengaluru, India", "Product Marketing Manager" ] }, { "text": "Engineered positioning strategy against Google and Meta, leveraging platform\u2019s unique tier-II/III reach; collaborated with Marketing to execute targeted campaigns, boosting win rates 48% over 6 months", "cluster_id": "pass-engineered-positioning-strategy-against", "word_count": 26, "opening_verb": "Engineered", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [], "hints": [] }, "themes": [ "technical" ], "metrics": [ "48%", "48", "6" ], "keywords": [ "Engineered", "positioning", "strategy", "against", "Google", "Meta", "leveraging", "platform" ], "source_resume": "snowflake_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2021-2022 SHARECHAT (Google-backed hypergrowth short-video platform with 180M MAU) Bengaluru, India", "Product Marketing Manager" ] }, { "text": "Created 10+ battle cards addressing key customer objections around privacy and measurement, collaborating with Marketing and Product teams, increasing sales confidence by 40% in data-sensitive deals", "cluster_id": "pass-battle-cards-addressing-key", "word_count": 26, "opening_verb": "Created", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "product", "analytics" ], "metrics": [ "40%", "10", "40" ], "keywords": [ "battle", "cards", "addressing", "key", "customer", "objections", "around", "privacy" ], "source_resume": "snowflake_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2021-2022 SHARECHAT (Google-backed hypergrowth short-video platform with 180M MAU) Bengaluru, India", "Product Marketing Manager" ] }, { "text": "Facilitated 5 tailored ad products by conducting 50+ customer interviews to gather requirements, helping drive enhancements and product direction, accelerating launches by 30% and driving 35% revenue growth", "cluster_id": "pass-facilitated-tailored-products-conducting", "word_count": 28, "opening_verb": "Facilitated", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance", "growth" ], "metrics": [ "30%", "35%", "5", "50", "30", "35" ], "keywords": [ "Facilitated", "tailored", "products", "conducting", "customer", "interviews", "gather", "requirements" ], "source_resume": "snowflake_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2021-2022 SHARECHAT (Google-backed hypergrowth short-video platform with 180M MAU) Bengaluru, India", "Product Marketing Manager" ] }, { "text": "Devised and implemented comprehensive onboarding content strategy for self-serve ad product, creating reviews and case studies; enhanced customer experience resulting in 35% increase in CSAT scores", "cluster_id": "pass-devised-implemented-comprehensive-onboarding", "word_count": 26, "opening_verb": "Devised", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [ "try_hard_language" ], "hints": [ "Often filler; replace with the concrete scope." ] }, "themes": [ "product" ], "metrics": [ "35%", "35" ], "keywords": [ "Devised", "implemented", "comprehensive", "onboarding", "content", "strategy", "self-serve", "product" ], "source_resume": "snowflake_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2021-2022 SHARECHAT (Google-backed hypergrowth short-video platform with 180M MAU) Bengaluru, India", "Product Marketing Manager" ] }, { "text": "Conceptualized and launched ShareChat's India-focused advertiser conference with multi-channel campaign, including in-booth activation and social media; generated $8M+ pipeline and secured two partnerships", "cluster_id": "pass-conceptualized-sharechat-india-focused-advertiser", "word_count": 23, "opening_verb": "Conceptualized", "bullet_shape": "system_or_workflow", "critique": { "flags": [], "hints": [] }, "themes": [ "product" ], "metrics": [ "$8M", "8M", "8" ], "keywords": [ "Conceptualized", "ShareChat", "India-focused", "advertiser", "conference", "multi-channel", "campaign", "including" ], "source_resume": "snowflake_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2021-2022 SHARECHAT (Google-backed hypergrowth short-video platform with 180M MAU) Bengaluru, India", "Product Marketing Manager" ] }, { "text": "Collaborated with product team to design and implement alpha/beta tests on B2B self-serve advertising platform; refined user journey, reducing funnel drop-offs by 35% and increasing monthly sign-ups by 120,000+", "cluster_id": "pass-collaborated-product-team-design", "word_count": 29, "opening_verb": "Collaborated", "bullet_shape": "general_achievement", "critique": { "flags": [ "weak_opening_verb" ], "hints": [ "Replace the opening verb with stronger ownership language if truthful." ] }, "themes": [ "leadership", "product", "analytics", "technical", "growth" ], "metrics": [ "35%", "35", "120,000" ], "keywords": [ "Collaborated", "product", "team", "design", "implement", "alpha/beta", "tests", "B2B" ], "source_resume": "snowflake_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2021-2022 SHARECHAT (Google-backed hypergrowth short-video platform with 180M MAU) Bengaluru, India", "Product Marketing Manager" ] }, { "text": "Received expedited promotion within <6 months of joining on account of extra-mile performance", "cluster_id": "pass-received-expedited-promotion-months", "word_count": 13, "opening_verb": "Received", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [], "metrics": [ "6" ], "keywords": [ "Received", "expedited", "promotion", "months", "joining", "account", "extra-mile", "performance" ], "source_resume": "snowflake_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2021-2022 SHARECHAT (Google-backed hypergrowth short-video platform with 180M MAU) Bengaluru, India", "Product Marketing Manager" ] }, { "text": "Built revenue model for gaming-as-a-service subscription product, performed market assessment, and defined benchmarks influencing $1M investment decision", "cluster_id": "pass-revenue-model-gaming-as-a-service-subscription", "word_count": 17, "opening_verb": "Built", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance" ], "metrics": [ "$1M", "1M", "1" ], "keywords": [ "revenue", "model", "gaming-as-a-service", "subscription", "product", "performed", "market", "assessment" ], "source_resume": "snowflake_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2017-2021 RAINSHINE ENTERTAINMENT (Global internet media player with interests in content and gaming) Mumbai, India", "Manager, Corporate Development, May 2019 \u2013 September 2021" ] }, { "text": "Led $3M investment in Nepali-language streaming platform, conducted opportunity sizing, created offline subscriber onboarding model to overcome limited regional online payment penetration", "cluster_id": "pass-investment-nepali-language-streaming-platform", "word_count": 22, "opening_verb": "Led", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "finance", "technical" ], "metrics": [ "$3M", "3M", "3" ], "keywords": [ "investment", "Nepali-language", "streaming", "platform", "conducted", "opportunity", "sizing", "offline" ], "source_resume": "snowflake_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2017-2021 RAINSHINE ENTERTAINMENT (Global internet media player with interests in content and gaming) Mumbai, India", "Manager, Corporate Development, May 2019 \u2013 September 2021" ] }, { "text": "Launched long-format journalism platform (fiftytwo.in), secured $3M allocation to build initial team and content pipeline, devised product strategy to leverage long-form content to develop high-value documentaries", "cluster_id": "pass-content-long-format-journalism-platform", "word_count": 26, "opening_verb": "Launched", "bullet_shape": "system_or_workflow", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "product", "technical" ], "metrics": [ "$3M", "3M", "3" ], "keywords": [ "content", "long-format", "journalism", "platform", "fiftytwo.in", "secured", "allocation", "build" ], "source_resume": "snowflake_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2017-2021 RAINSHINE ENTERTAINMENT (Global internet media player with interests in content and gaming) Mumbai, India", "Manager, Corporate Development, May 2019 \u2013 September 2021" ] }, { "text": "Spearheaded product marketing campaign by building consensus in a cross-functional team to execute a renewed geographic targeting strategy, achieving 50% profit growth through lower CPIs and higher ad revenues", "cluster_id": "sharechat-spearheaded-product-marketing-campaign", "word_count": 29, "opening_verb": "Spearheaded", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [ "try_hard_language" ], "hints": [ "Often try-hard; use only when leadership is the point." ] }, "themes": [ "leadership", "product", "finance", "growth" ], "metrics": [ "50%", "50" ], "keywords": [ "Spearheaded", "product", "marketing", "campaign", "building", "consensus", "cross-functional", "team" ], "source_resume": "snowflake_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "Manager, Corporate Development, May 2019 \u2013 September 2021", "Assistant Manager, Financial Planning & Analysis, October 2017 \u2013 May 2019" ] }, { "text": "Technical: Data Analysis (SQL, Tableau, PowerBI, R), Tools (Figma, Retool, JIRA), Programming (Python)", "cluster_id": "sharechat-technical-data-analysis-sql", "word_count": 13, "opening_verb": "Technical", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "analytics", "technical" ], "metrics": [], "keywords": [ "Technical", "Data", "Analysis", "SQL", "Tableau", "PowerBI", "Tools", "Figma" ], "source_resume": "snowflake_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "Assistant Manager, Financial Planning & Analysis, October 2017 \u2013 May 2019", "PROJECTS" ] }, { "text": "Interests: Improv games, Strength training, Electronic music production, Craft coffee brewing", "cluster_id": "sharechat-interests-improv-games-strength", "word_count": 11, "opening_verb": "Interests", "bullet_shape": "general_achievement", "critique": { "flags": [ "possibly_too_thin" ], "hints": [ "Add scale, audience, or outcome if this bullet needs to earn resume space." ] }, "themes": [ "product", "operations" ], "metrics": [], "keywords": [ "Interests", "Improv", "games", "Strength", "training", "Electronic", "music", "production" ], "source_resume": "snowflake_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "Assistant Manager, Financial Planning & Analysis, October 2017 \u2013 May 2019", "PROJECTS" ] }, { "text": "Stood up cross-functional launch reviews for Epic's agentic Game Dev Tools, aligning Product, Engineering, and GTM on readiness gates, usage thresholds, and pricing tradeoffs before go-live", "cluster_id": "epic-stood-cross-functional-launch-reviews", "word_count": 26, "opening_verb": "Stood", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "product", "technical", "growth" ], "metrics": [], "keywords": [ "Stood", "cross-functional", "launch", "reviews", "Epic", "agentic", "Game", "Dev" ], "source_resume": "tabs_strategy_operations_lead/2026-07-09/darsh_shah_tabs_strategy_operations_lead_resume_2026-07-09.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Strategy & Operations | AI Product Launches", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (Game Dev Tools) | Hybrid", "**Strategy & Operations | AI Product Launches**" ] }, { "text": "Recommended launch pricing and packaging for Epic's agentic Game Dev Tools, translating usage, cost-to-serve, and packaging scenarios into ~50% gross-margin targets and ~$25M downside-risk mitigation", "cluster_id": "epic-packaging-recommended-launch-pricing", "word_count": 25, "opening_verb": "Recommended", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "operations" ], "metrics": [ "$25M", "50%", "25M", "50", "25" ], "keywords": [ "packaging", "Recommended", "launch", "pricing", "Epic", "agentic", "Game", "Dev" ], "source_resume": "tabs_strategy_operations_lead/2026-07-09/darsh_shah_tabs_strategy_operations_lead_resume_2026-07-09.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Strategy & Operations | AI Product Launches", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (Game Dev Tools) | Hybrid", "**Strategy & Operations | AI Product Launches**" ] }, { "text": "Built a real-time usage-and-cost view for a new product with no usage priors, helping Engineering track per-unit profitability and flag usage-curve drift against $10M+ in cost exposure", "cluster_id": "epic-real-time-usage-and-cost-view-new", "word_count": 27, "opening_verb": "Built", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "technical" ], "metrics": [ "$10M", "10M", "10" ], "keywords": [ "real-time", "usage-and-cost", "view", "new", "product", "usage", "priors", "helping" ], "source_resume": "tabs_strategy_operations_lead/2026-07-09/darsh_shah_tabs_strategy_operations_lead_resume_2026-07-09.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Strategy & Operations | AI Product Launches", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (Game Dev Tools) | Hybrid", "**Strategy & Operations | AI Product Launches**" ] }, { "text": "Recommended final capacity mix for ~$20M GCP compute commitment, forecasting instance needs and reserved-vs-spot tradeoffs for AI asset-generation launch", "cluster_id": "epic-recommended-final-capacity-mix", "word_count": 19, "opening_verb": "Recommended", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance" ], "metrics": [ "$20M", "20M", "20" ], "keywords": [ "Recommended", "final", "capacity", "mix", "GCP", "compute", "commitment", "forecasting" ], "source_resume": "tabs_strategy_operations_lead/2026-07-09/darsh_shah_tabs_strategy_operations_lead_resume_2026-07-09.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Strategy & Operations | AI Product Launches", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (Game Dev Tools) | Hybrid", "**Strategy & Operations | AI Product Launches**" ] }, { "text": "Built finance data pipeline with HTML reporting harness, moving Day 1 reporting from PPT decks to live artifacts and cutting reporting lead time from 2+ days to ~1 hour", "cluster_id": "epic-reporting-finance-data-pipeline", "word_count": 29, "opening_verb": "Built", "bullet_shape": "system_or_workflow", "critique": { "flags": [ "implementation_heavy" ], "hints": [ "Check nearby bullets; if several are system-building bullets, reframe one around the decision or business result." ] }, "themes": [ "analytics", "technical" ], "metrics": [ "1", "2" ], "keywords": [ "reporting", "finance", "data", "pipeline", "HTML", "harness", "moving", "Day" ], "source_resume": "tabs_strategy_operations_lead/2026-07-09/darsh_shah_tabs_strategy_operations_lead_resume_2026-07-09.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Operating Systems & AI Workflows", "approval_status": "unreviewed", "achievement_id": null, "context": [ "**Strategy & Operations | AI Product Launches**", "**Operating Systems & AI Workflows**" ] }, { "text": "Shipped schema-aware Claude Code workflows and enablement for 20+ finance and business users, turning one-off analyses into reusable skills across 10+ workflows", "cluster_id": "epic-ai-enablement", "word_count": 22, "opening_verb": "Shipped", "bullet_shape": "ai_enablement", "critique": { "flags": [ "try_hard_language" ], "hints": [ "Can be useful, but often sounds corporate; make the user/outcome concrete." ] }, "themes": [ "product" ], "metrics": [ "20", "10" ], "keywords": [ "workflows", "Shipped", "schema-aware", "Claude", "Code", "enablement", "finance", "business" ], "source_resume": "tabs_strategy_operations_lead/2026-07-09/darsh_shah_tabs_strategy_operations_lead_resume_2026-07-09.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Operating Systems & AI Workflows", "approval_status": "unreviewed", "achievement_id": null, "context": [ "**Strategy & Operations | AI Product Launches**", "**Operating Systems & AI Workflows**" ] }, { "text": "Owned org-wide Salesforce rollout across ~400 sales users, scoping requirements from user interviews, supervising build, and running trainings to 99% adoption in 3 months", "cluster_id": "sharechat-salesforce-workflow", "word_count": 24, "opening_verb": "Owned", "bullet_shape": "system_or_workflow", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "operations" ], "metrics": [ "99%", "400", "99", "3" ], "keywords": [ "Owned", "org-wide", "Salesforce", "rollout", "sales", "users", "scoping", "requirements" ], "source_resume": "tabs_strategy_operations_lead/2026-07-09/darsh_shah_tabs_strategy_operations_lead_resume_2026-07-09.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Business Operations | Product Launches & Adoption", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short video platform, 180 million MAU) | Bengaluru, India", "**Business Operations | Product Launches & Adoption** | through role expansion" ] }, { "text": "Led launch and GTM of a new short-video ads business line, defining customer value prop and roadmap and partnering with Product and Engineering on prioritization to reach $60M ARR within 6 months", "cluster_id": "epic-launch-gtm-new-short-video", "word_count": 32, "opening_verb": "Led", "bullet_shape": "leadership_or_rollout", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "product", "finance", "technical", "growth" ], "metrics": [ "$60M", "60M", "60", "6" ], "keywords": [ "launch", "GTM", "new", "short-video", "ads", "business", "line", "defining" ], "source_resume": "tabs_strategy_operations_lead/2026-07-09/darsh_shah_tabs_strategy_operations_lead_resume_2026-07-09.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Business Operations | Product Launches & Adoption", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short video platform, 180 million MAU) | Bengaluru, India", "**Business Operations | Product Launches & Adoption** | through role expansion" ] }, { "text": "Launched creator monetization product using user personas, qualitative research, and usage data, lifting retention 50% and daily streamed minutes by 1.6B", "cluster_id": "epic-creator-monetization-product-user", "word_count": 21, "opening_verb": "Launched", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "analytics", "growth" ], "metrics": [ "50%", "1.6B", "50", "1", "6" ], "keywords": [ "creator", "monetization", "product", "user", "personas", "qualitative", "research", "usage" ], "source_resume": "tabs_strategy_operations_lead/2026-07-09/darsh_shah_tabs_strategy_operations_lead_resume_2026-07-09.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Business Operations | Product Launches & Adoption", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short video platform, 180 million MAU) | Bengaluru, India", "**Business Operations | Product Launches & Adoption** | through role expansion" ] }, { "text": "Ran A/B tests on self-serve B2B advertiser funnel with Product, rebuilding the user journey from data to cut drop-offs ~35% and add 120K+ monthly sign-ups", "cluster_id": "epic-ran-a-b-tests-self-serve", "word_count": 25, "opening_verb": "Ran", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "analytics", "growth" ], "metrics": [ "35%", "120K", "35", "120" ], "keywords": [ "Ran", "A/B", "tests", "self-serve", "B2B", "advertiser", "funnel", "Product" ], "source_resume": "tabs_strategy_operations_lead/2026-07-09/darsh_shah_tabs_strategy_operations_lead_resume_2026-07-09.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Business Operations | Product Launches & Adoption", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short video platform, 180 million MAU) | Bengaluru, India", "**Business Operations | Product Launches & Adoption** | through role expansion" ] }, { "text": "Built customer operations from zero (JIRA service desk, Confluence self-service, support team, SLAs), cutting complaints 38% and earning accelerated top-1% promotion", "cluster_id": "epic-customer-operations-zero-jira", "word_count": 21, "opening_verb": "Built", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "operations" ], "metrics": [ "38%", "1%", "38", "1" ], "keywords": [ "customer", "operations", "zero", "JIRA", "service", "desk", "Confluence", "self-service" ], "source_resume": "tabs_strategy_operations_lead/2026-07-09/darsh_shah_tabs_strategy_operations_lead_resume_2026-07-09.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Business Operations | Product Launches & Adoption", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short video platform, 180 million MAU) | Bengaluru, India", "**Business Operations | Product Launches & Adoption** | through role expansion" ] }, { "text": "Repriced three SaaS plans around usage, storage cost, and churn risk while owning end-to-end customer migration with Marketing and Customer Success, shaping ~$500K in annualized EBITDA growth", "cluster_id": "pass-pricing-tiers", "word_count": 27, "opening_verb": "Repriced", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "finance", "technical", "growth" ], "metrics": [ "$500K", "500K", "500" ], "keywords": [ "Repriced", "three", "SaaS", "plans", "around", "usage", "storage", "cost" ], "source_resume": "tabs_strategy_operations_lead/2026-07-09/darsh_shah_tabs_strategy_operations_lead_resume_2026-07-09.md", "section": "Professional Experience", "company": "PASS+", "role": "Chief of Staff", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2023 | PASS+ (Vertical SaaS platform, 25K users) | Los Angeles, CA", "**Chief of Staff**" ] }, { "text": "Stood up long-form journalism business line from zero, securing $3M allocation, building initial team and content pipeline, and setting product strategy", "cluster_id": "pass-stood-long-form-journalism-business", "word_count": 21, "opening_verb": "Stood", "bullet_shape": "system_or_workflow", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "product" ], "metrics": [ "$3M", "3M", "3" ], "keywords": [ "Stood", "long-form", "journalism", "business", "line", "zero", "securing", "allocation" ], "source_resume": "tabs_strategy_operations_lead/2026-07-09/darsh_shah_tabs_strategy_operations_lead_resume_2026-07-09.md", "section": "Professional Experience", "company": "RAINSHINE ENTERTAINMENT", "role": "Corporate Development & Operations, Manager", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2017 - 2021 | RAINSHINE ENTERTAINMENT (media/gaming investment platform) | Mumbai, India", "**Corporate Development & Operations, Manager**" ] }, { "text": "Own the financial model and unit economics for Epic's AI Creator Tools \u2014 a consumption-based model (per-call costs, cache-hit rates, execution time) \u2014 defining cost-per-call and cost-per-output metrics, setting launch pricing, and removing ~$25M in annualized margin risk at ~50% gross margin", "cluster_id": "epic-model-margin-own-financial", "word_count": 42, "opening_verb": "Own", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [ "long_over_35_words" ], "hints": [ "Trim to 25-35 words or split into one achievement and one supporting detail." ] }, "themes": [ "product", "analytics" ], "metrics": [ "$25M", "50%", "25M", "25", "50" ], "keywords": [ "model", "margin", "Own", "financial", "unit", "economics", "Epic", "Creator" ], "source_resume": "vercel_strategic_finance_manager_epd/2026-06-12/darsh_shah_vercel_strategic_finance_manager_resume_2026-06-12.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Finance & Strategy | Infrastructure Economics & AI Creator Tools", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (consumption-priced AI creator tooling) | Remote", "**Finance & Strategy | Infrastructure Economics & AI Creator Tools**" ] }, { "text": "Partner across Engineering and Product to translate roadmap, caching, and usage-threshold decisions into COGS forecasts and launch business cases \u2014 making infrastructure cost-per-call an EPD-owned KPI, not a post-launch surprise", "cluster_id": "epic-partner-engineering-product-translate", "word_count": 30, "opening_verb": "Partner", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance", "technical", "operations" ], "metrics": [], "keywords": [ "Partner", "Engineering", "Product", "translate", "roadmap", "caching", "usage-threshold", "decisions" ], "source_resume": "vercel_strategic_finance_manager_epd/2026-06-12/darsh_shah_vercel_strategic_finance_manager_resume_2026-06-12.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Finance & Strategy | Infrastructure Economics & AI Creator Tools", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (consumption-priced AI creator tooling) | Remote", "**Finance & Strategy | Infrastructure Economics & AI Creator Tools**" ] }, { "text": "Run quarterly close and actuals-vs-forecast reviews for Unreal Engine, turning compute, licensing, and royalty variances into budget reallocations and course-corrections for engineering and finance leadership", "cluster_id": "epic-run-quarterly-close-actuals-vs-forecast", "word_count": 25, "opening_verb": "Run", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "finance", "technical" ], "metrics": [], "keywords": [ "Run", "quarterly", "close", "actuals-vs-forecast", "reviews", "Unreal", "Engine", "turning" ], "source_resume": "vercel_strategic_finance_manager_epd/2026-06-12/darsh_shah_vercel_strategic_finance_manager_resume_2026-06-12.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Finance & Strategy | Infrastructure Economics & AI Creator Tools", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (consumption-priced AI creator tooling) | Remote", "**Finance & Strategy | Infrastructure Economics & AI Creator Tools**" ] }, { "text": "Modeled ~$20M in GCP compute capacity for Epic's 3D image and asset generation product launch \u2014 forecasting instance requirements and reserved-vs-spot trade-offs to right-size AI infrastructure spend before commitment", "cluster_id": "epic-modeled-gcp-compute-capacity", "word_count": 29, "opening_verb": "Modeled", "bullet_shape": "leadership_or_rollout", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "product", "finance" ], "metrics": [ "$20M", "20M", "20", "3" ], "keywords": [ "Modeled", "GCP", "compute", "capacity", "Epic", "image", "asset", "generation" ], "source_resume": "vercel_strategic_finance_manager_epd/2026-06-12/darsh_shah_vercel_strategic_finance_manager_resume_2026-06-12.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Finance & Strategy | Infrastructure Economics & AI Creator Tools", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (consumption-priced AI creator tooling) | Remote", "**Finance & Strategy | Infrastructure Economics & AI Creator Tools**" ] }, { "text": "Built Epic finance's first agentic operating layer, onboarding 20+ non-technical finance and EPD users onto Claude Code with a finance-specific curriculum, verification loops, and a shared library of reusable agent skills", "cluster_id": "epic-ai-enablement", "word_count": 31, "opening_verb": "Built", "bullet_shape": "ai_enablement", "critique": { "flags": [], "hints": [] }, "themes": [ "product" ], "metrics": [ "20" ], "keywords": [ "finance", "Epic", "first", "agentic", "operating", "layer", "onboarding", "non-technical" ], "source_resume": "vercel_strategic_finance_manager_epd/2026-06-12/darsh_shah_vercel_strategic_finance_manager_resume_2026-06-12.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Agentic Finance | Self-Service Cost & Data Tooling for Finance and EPD", "approval_status": "unreviewed", "achievement_id": null, "context": [ "**Finance & Strategy | Infrastructure Economics & AI Creator Tools**", "**Agentic Finance | Self-Service Cost & Data Tooling for Finance and EPD**" ] }, { "text": "Built schema-aware agent skills that let Finance and EPD partners self-serve cost, usage, and forecasting data from SQL, Databricks, Salesforce, and Workday \u2014 cutting manual pulls across 10+ close and reporting workflows", "cluster_id": "epic-contract-to-cash-revenue-leakage", "word_count": 32, "opening_verb": "Built", "bullet_shape": "system_or_workflow", "critique": { "flags": [ "implementation_heavy" ], "hints": [ "Check nearby bullets; if several are system-building bullets, reframe one around the decision or business result." ] }, "themes": [ "finance", "analytics", "technical" ], "metrics": [ "10" ], "keywords": [ "schema-aware", "agent", "skills", "let", "Finance", "EPD", "partners", "self-serve" ], "source_resume": "vercel_strategic_finance_manager_epd/2026-06-12/darsh_shah_vercel_strategic_finance_manager_resume_2026-06-12.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Agentic Finance | Self-Service Cost & Data Tooling for Finance and EPD", "approval_status": "unreviewed", "achievement_id": null, "context": [ "**Finance & Strategy | Infrastructure Economics & AI Creator Tools**", "**Agentic Finance | Self-Service Cost & Data Tooling for Finance and EPD**" ] }, { "text": "Shipped SSO-protected deployment rails (GitHub Actions/Docker) that turn finance-built prototypes into governed, reliable production tools without requiring engineering support", "cluster_id": "epic-ai-enablement", "word_count": 19, "opening_verb": "Shipped", "bullet_shape": "ai_enablement", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "technical", "operations" ], "metrics": [], "keywords": [ "Shipped", "SSO-protected", "deployment", "rails", "GitHub", "Actions/Docker", "turn", "finance-built" ], "source_resume": "vercel_strategic_finance_manager_epd/2026-06-12/darsh_shah_vercel_strategic_finance_manager_resume_2026-06-12.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Agentic Finance | Self-Service Cost & Data Tooling for Finance and EPD", "approval_status": "unreviewed", "achievement_id": null, "context": [ "**Finance & Strategy | Infrastructure Economics & AI Creator Tools**", "**Agentic Finance | Self-Service Cost & Data Tooling for Finance and EPD**" ] }, { "text": "Built ShareChat's first driver-based revenue forecasting process \u2014 Salesforce schema, approval flow, and reporting pipeline \u2014 holding monthly revenue within 5% of actuals across a high-growth, multi-product ad business", "cluster_id": "sharechat-salesforce-workflow", "word_count": 29, "opening_verb": "Built", "bullet_shape": "system_or_workflow", "critique": { "flags": [ "implementation_heavy" ], "hints": [ "Check nearby bullets; if several are system-building bullets, reframe one around the decision or business result." ] }, "themes": [ "product", "finance", "operations", "growth" ], "metrics": [ "5%", "5" ], "keywords": [ "revenue", "ShareChat", "first", "driver-based", "forecasting", "process", "Salesforce", "schema" ], "source_resume": "vercel_strategic_finance_manager_epd/2026-06-12/darsh_shah_vercel_strategic_finance_manager_resume_2026-06-12.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Strategic Finance, Manager", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed social platform, 180M MAU) | Bengaluru, India", "**Strategic Finance, Manager**" ] }, { "text": "Owned revenue and financial planning for ShareChat's $255M Series G, translating business-unit forecasts into board and investor diligence materials and building the auditability and reporting layer for a pre-raise startup", "cluster_id": "sharechat-series-g-revenue-planning", "word_count": 30, "opening_verb": "Owned", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "finance", "operations" ], "metrics": [ "$255M", "255M", "255" ], "keywords": [ "Owned", "revenue", "financial", "planning", "ShareChat", "Series", "translating", "business-unit" ], "source_resume": "vercel_strategic_finance_manager_epd/2026-06-12/darsh_shah_vercel_strategic_finance_manager_resume_2026-06-12.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Strategic Finance, Manager", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed social platform, 180M MAU) | Bengaluru, India", "**Strategic Finance, Manager**" ] }, { "text": "Set bulk-inventory discount recommendations for a $50M+ annual ad deal, balancing committed spend, yield trade-offs, and revenue predictability for Sales and Commercial leaders", "cluster_id": "epic-set-bulk-inventory-discount-recommendations", "word_count": 23, "opening_verb": "Set", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "finance" ], "metrics": [ "$50M", "50M", "50" ], "keywords": [ "Set", "bulk-inventory", "discount", "recommendations", "annual", "deal", "balancing", "committed" ], "source_resume": "vercel_strategic_finance_manager_epd/2026-06-12/darsh_shah_vercel_strategic_finance_manager_resume_2026-06-12.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Strategic Finance, Manager", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed social platform, 180M MAU) | Bengaluru, India", "**Strategic Finance, Manager**" ] }, { "text": "Built the business case to reprice three SaaS plans around usage, storage cost, and churn risk while managing customer migration, shaping ~$500K in annualized EBITDA growth", "cluster_id": "pass-pricing-tiers", "word_count": 26, "opening_verb": "Built", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "finance", "technical", "growth" ], "metrics": [ "$500K", "500K", "500" ], "keywords": [ "business", "case", "reprice", "three", "SaaS", "plans", "around", "usage" ], "source_resume": "vercel_strategic_finance_manager_epd/2026-06-12/darsh_shah_vercel_strategic_finance_manager_resume_2026-06-12.md", "section": "Professional Experience", "company": "PASS+", "role": "Chief of Staff", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2023 | PASS+ (Vertical SaaS, 25K users) | Los Angeles, CA", "**Chief of Staff** | MBA Intern" ] }, { "text": "Built unit-economics models (LTV, churn, retention, CAC) and investment cases underpinning a $1M gaming-as-a-service decision and a $3M content-platform launch, framing trade-offs for executives", "cluster_id": "pass-unit-economics-models-ltv-churn", "word_count": 24, "opening_verb": "Built", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance", "technical", "growth" ], "metrics": [ "$1M", "$3M", "1M", "3M", "1", "3" ], "keywords": [ "unit-economics", "models", "LTV", "churn", "retention", "CAC", "investment", "cases" ], "source_resume": "vercel_strategic_finance_manager_epd/2026-06-12/darsh_shah_vercel_strategic_finance_manager_resume_2026-06-12.md", "section": "Professional Experience", "company": "RAINSHINE ENTERTAINMENT", "role": "Corporate Development & Finance, Manager", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2017 - 2021 | RAINSHINE ENTERTAINMENT (media/gaming investment platform) | Mumbai, India", "**Corporate Development & Finance, Manager**" ] }, { "text": "Automated finance and performance data from 10+ sources into a centralized Python data lake, cutting manual reporting pulls and standardizing the team's source of truth", "cluster_id": "sharechat-salesforce-workflow", "word_count": 25, "opening_verb": "Automated", "bullet_shape": "system_or_workflow", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "analytics", "technical" ], "metrics": [ "10" ], "keywords": [ "data", "Automated", "finance", "performance", "sources", "centralized", "Python", "lake" ], "source_resume": "vercel_strategic_finance_manager_epd/2026-06-12/darsh_shah_vercel_strategic_finance_manager_resume_2026-06-12.md", "section": "Professional Experience", "company": "RAINSHINE ENTERTAINMENT", "role": "Corporate Development & Finance, Manager", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2017 - 2021 | RAINSHINE ENTERTAINMENT (media/gaming investment platform) | Mumbai, India", "**Corporate Development & Finance, Manager**" ] } ], "clusters": [ { "cluster_id": "epic-agent-assisted-close-leadership-reporting", "canonical_text": "Built an agent-assisted close and leadership reporting pipeline used by the CFO, cutting monthly report delivery from 2+ days to ~1 hour", "canonical_source": "cursor_gtm_finance_sales_business_partner/2026-07-24/darsh_shah_cursor_gtm_finance_sales_business_partner_resume_2026-07-24.md", "themes": [], "metrics": [ "1", "2" ], "bullet_shapes": { "system_or_workflow": 1 }, "critique_flags": { "implementation_heavy": 1 }, "variant_count": 1, "source_resumes": [ "cursor_gtm_finance_sales_business_partner/2026-07-24/darsh_shah_cursor_gtm_finance_sales_business_partner_resume_2026-07-24.md" ], "variants": [ { "text": "Built an agent-assisted close and leadership reporting pipeline used by the CFO, cutting monthly report delivery from 2+ days to ~1 hour", "cluster_id": "epic-agent-assisted-close-leadership-reporting", "word_count": 22, "opening_verb": "Built", "bullet_shape": "system_or_workflow", "critique": { "flags": [ "implementation_heavy" ], "hints": [ "Check nearby bullets; if several are system-building bullets, reframe one around the decision or business result." ] }, "themes": [], "metrics": [ "2", "1" ], "keywords": [ "agent-assisted", "close", "leadership", "reporting", "pipeline", "used", "CFO", "cutting" ], "source_resume": "cursor_gtm_finance_sales_business_partner/2026-07-24/darsh_shah_cursor_gtm_finance_sales_business_partner_resume_2026-07-24.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Agentic Finance | Internal Tooling & Enablement", "approval_status": "approved", "achievement_id": "epic-agent-assisted-close-leadership-reporting", "context": [ "**Senior Financial Analyst | GTM Finance, Unreal Engine & AI Products**", "**Agentic Finance | Internal Tooling & Enablement**" ] } ] }, { "cluster_id": "epic-ai-credits-pricing", "canonical_text": "Built the unit economics framework for Epic's AI credits platform using API costs, usage, cache hit rates, and customer data, preventing ~$25M in annualized downside risk and supporting 50% target gross margin", "canonical_source": "anthropic_analytics/darsh_shah_anthropic_analytics_finance_strategy_resume.md", "themes": [ "analytics", "operations", "product", "technical" ], "metrics": [ "$25M", "25", "25M", "50", "50%" ], "bullet_shapes": { "commercial_or_financial_outcome": 3 }, "critique_flags": {}, "variant_count": 3, "source_resumes": [ "anthropic_analytics/darsh_shah_anthropic_analytics_finance_strategy_resume.md", "anthropic_corporate_fpa/darsh_shah_anthropic_corporate_finance_strategy_resume.md", "anthropic_deal_desk_americas/darsh_shah_anthropic_finance_strategy_deal_desk_americas_resume.md" ], "variants": [ { "text": "Built the unit economics framework for Epic's AI credits platform using API costs, usage, cache hit rates, and customer data, preventing ~$25M in annualized downside risk and supporting 50% target gross margin", "cluster_id": "epic-ai-credits-pricing", "word_count": 32, "opening_verb": "Built", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "analytics", "technical", "operations" ], "metrics": [ "$25M", "50%", "25M", "25", "50" ], "keywords": [ "unit", "economics", "framework", "Epic", "credits", "platform", "API", "costs" ], "source_resume": "anthropic_analytics/darsh_shah_anthropic_analytics_finance_strategy_resume.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Senior Financial Analyst", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES | North Carolina", "**Senior Financial Analyst**" ] }, { "text": "Used an AI credits planning model to align Product and Engineering leadership on cache-rate, pricing, and inference-cost targets, making cost an engineering KPI while supporting 50% gross margin and avoiding ~$25M downside risk", "cluster_id": "epic-ai-credits-pricing", "word_count": 33, "opening_verb": "Used", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "technical", "operations" ], "metrics": [ "$25M", "50%", "25M", "50", "25" ], "keywords": [ "Used", "credits", "planning", "model", "align", "Product", "Engineering", "leadership" ], "source_resume": "anthropic_corporate_fpa/darsh_shah_anthropic_corporate_finance_strategy_resume.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Senior Financial Analyst", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES | North Carolina", "**Senior Financial Analyst**" ] }, { "text": "Set margin floors and sales guidance for Epic's AI credits platform by modeling API costs, usage, cache hit rates, and customer data, shaping retail and enterprise pricing while avoiding ~$25M in annualized downside risk", "cluster_id": "epic-ai-credits-pricing", "word_count": 34, "opening_verb": "Set", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "analytics", "technical" ], "metrics": [ "$25M", "25M", "25" ], "keywords": [ "Set", "margin", "floors", "sales", "guidance", "Epic", "credits", "platform" ], "source_resume": "anthropic_deal_desk_americas/darsh_shah_anthropic_finance_strategy_deal_desk_americas_resume.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Senior Financial Analyst", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES | North Carolina", "**Senior Financial Analyst**" ] } ] }, { "cluster_id": "epic-ai-enablement", "canonical_text": "Shipped schema-aware Claude Code workflows and enablement for 20+ finance and business users, turning one-off analyses into reusable skills across 10+ workflows", "canonical_source": "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "themes": [ "leadership", "operations", "product", "technical" ], "metrics": [ "10", "20" ], "bullet_shapes": { "ai_enablement": 7 }, "critique_flags": { "try_hard_language": 4 }, "variant_count": 7, "source_resumes": [ "anthropic_product_finance_strategy_monetization/2026-07-07/darsh_shah_anthropic_product_finance_strategy_monetization_resume_2026-07-07.md", "april_strategic_finance_manager/2026-06-22/darsh_shah_april_strategic_finance_manager_resume_2026-06-22.md", "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "eventual_founding_ops/2026-07-21/darsh_shah_eventual_founding_ops_resume_2026-07-21.md", "tabs_strategy_operations_lead/2026-07-09/darsh_shah_tabs_strategy_operations_lead_resume_2026-07-09.md", "vercel_strategic_finance_manager_epd/2026-06-12/darsh_shah_vercel_strategic_finance_manager_resume_2026-06-12.md" ], "variants": [ { "text": "Led Claude Code enablement for 20+ finance and business users with curriculum, review steps, source checks, and reusable skill libraries so AI-assisted analyses could be verified before use", "cluster_id": "epic-ai-enablement", "word_count": 28, "opening_verb": "Led", "bullet_shape": "ai_enablement", "critique": { "flags": [ "try_hard_language" ], "hints": [ "Can be useful, but often sounds corporate; make the user/outcome concrete." ] }, "themes": [ "leadership", "product" ], "metrics": [ "20" ], "keywords": [ "Claude", "Code", "enablement", "finance", "business", "users", "curriculum", "review" ], "source_resume": "anthropic_product_finance_strategy_monetization/2026-07-07/darsh_shah_anthropic_product_finance_strategy_monetization_resume_2026-07-07.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Agentic Tooling | Strategic Finance", "approval_status": "unreviewed", "achievement_id": null, "context": [ "**Finance & Strategy | Game Dev Tools Monetization**", "**Agentic Tooling | Strategic Finance**" ] }, { "text": "Stood up Epic finance's first agentic operating layer, onboarding 20+ non-technical finance and business users onto Claude Code with a finance-specific curriculum, verification loops, and a shared library of reusable agent skills", "cluster_id": "epic-ai-enablement", "word_count": 32, "opening_verb": "Stood", "bullet_shape": "ai_enablement", "critique": { "flags": [], "hints": [] }, "themes": [ "product" ], "metrics": [ "20" ], "keywords": [ "finance", "Stood", "Epic", "first", "agentic", "operating", "layer", "onboarding" ], "source_resume": "april_strategic_finance_manager/2026-06-22/darsh_shah_april_strategic_finance_manager_resume_2026-06-22.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Agentic Finance | Automated the Finance Org's FP&A Tooling on AI Agents", "approval_status": "unreviewed", "achievement_id": null, "context": [ "**Strategic Finance | Pricing, Planning & Unit Economics, AI Creator Tools**", "**Agentic Finance | Automated the Finance Org's FP&A Tooling on AI Agents**" ] }, { "text": "Shipped schema-aware Claude Code workflows and enablement for 20+ finance and business users, turning one-off analyses into reusable skills across 10+ workflows", "cluster_id": "epic-ai-enablement", "word_count": 22, "opening_verb": "Shipped", "bullet_shape": "ai_enablement", "critique": { "flags": [ "try_hard_language" ], "hints": [ "Can be useful, but often sounds corporate; make the user/outcome concrete." ] }, "themes": [ "product" ], "metrics": [ "20", "10" ], "keywords": [ "workflows", "Shipped", "schema-aware", "Claude", "Code", "enablement", "finance", "business" ], "source_resume": "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Finance & Strategy | AI Product Launches & Analytics", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (Game Dev Tools) | Hybrid", "**Finance & Strategy | AI Product Launches & Analytics**" ] }, { "text": "Shipped schema-aware Claude Code workflows and enablement for 20+ finance and business users, turning one-off analyses into reusable skills across 10+ workflows", "cluster_id": "epic-ai-enablement", "word_count": 22, "opening_verb": "Shipped", "bullet_shape": "ai_enablement", "critique": { "flags": [ "try_hard_language" ], "hints": [ "Can be useful, but often sounds corporate; make the user/outcome concrete." ] }, "themes": [ "product" ], "metrics": [ "20", "10" ], "keywords": [ "workflows", "Shipped", "schema-aware", "Claude", "Code", "enablement", "finance", "business" ], "source_resume": "eventual_founding_ops/2026-07-21/darsh_shah_eventual_founding_ops_resume_2026-07-21.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Strategy & Operations | Finance, Launches & AI Workflows", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (Game Dev Tools) | Hybrid", "**Strategy & Operations | Finance, Launches & AI Workflows**" ] }, { "text": "Shipped schema-aware Claude Code workflows and enablement for 20+ finance and business users, turning one-off analyses into reusable skills across 10+ workflows", "cluster_id": "epic-ai-enablement", "word_count": 22, "opening_verb": "Shipped", "bullet_shape": "ai_enablement", "critique": { "flags": [ "try_hard_language" ], "hints": [ "Can be useful, but often sounds corporate; make the user/outcome concrete." ] }, "themes": [ "product" ], "metrics": [ "20", "10" ], "keywords": [ "workflows", "Shipped", "schema-aware", "Claude", "Code", "enablement", "finance", "business" ], "source_resume": "tabs_strategy_operations_lead/2026-07-09/darsh_shah_tabs_strategy_operations_lead_resume_2026-07-09.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Operating Systems & AI Workflows", "approval_status": "unreviewed", "achievement_id": null, "context": [ "**Strategy & Operations | AI Product Launches**", "**Operating Systems & AI Workflows**" ] }, { "text": "Built Epic finance's first agentic operating layer, onboarding 20+ non-technical finance and EPD users onto Claude Code with a finance-specific curriculum, verification loops, and a shared library of reusable agent skills", "cluster_id": "epic-ai-enablement", "word_count": 31, "opening_verb": "Built", "bullet_shape": "ai_enablement", "critique": { "flags": [], "hints": [] }, "themes": [ "product" ], "metrics": [ "20" ], "keywords": [ "finance", "Epic", "first", "agentic", "operating", "layer", "onboarding", "non-technical" ], "source_resume": "vercel_strategic_finance_manager_epd/2026-06-12/darsh_shah_vercel_strategic_finance_manager_resume_2026-06-12.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Agentic Finance | Self-Service Cost & Data Tooling for Finance and EPD", "approval_status": "unreviewed", "achievement_id": null, "context": [ "**Finance & Strategy | Infrastructure Economics & AI Creator Tools**", "**Agentic Finance | Self-Service Cost & Data Tooling for Finance and EPD**" ] }, { "text": "Shipped SSO-protected deployment rails (GitHub Actions/Docker) that turn finance-built prototypes into governed, reliable production tools without requiring engineering support", "cluster_id": "epic-ai-enablement", "word_count": 19, "opening_verb": "Shipped", "bullet_shape": "ai_enablement", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "technical", "operations" ], "metrics": [], "keywords": [ "Shipped", "SSO-protected", "deployment", "rails", "GitHub", "Actions/Docker", "turn", "finance-built" ], "source_resume": "vercel_strategic_finance_manager_epd/2026-06-12/darsh_shah_vercel_strategic_finance_manager_resume_2026-06-12.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Agentic Finance | Self-Service Cost & Data Tooling for Finance and EPD", "approval_status": "unreviewed", "achievement_id": null, "context": [ "**Finance & Strategy | Infrastructure Economics & AI Creator Tools**", "**Agentic Finance | Self-Service Cost & Data Tooling for Finance and EPD**" ] } ] }, { "cluster_id": "epic-co-led-pricing-commercial-terms", "canonical_text": "Co-led pricing and commercial terms with the Head of Agencies to close a $50M+ annual advertising contract, balancing committed spend, inventory yield, and revenue predictability", "canonical_source": "cursor_gtm_finance_sales_business_partner/2026-07-24/darsh_shah_cursor_gtm_finance_sales_business_partner_resume_2026-07-24.md", "themes": [ "finance", "leadership" ], "metrics": [ "$50M", "50", "50M" ], "bullet_shapes": { "commercial_or_financial_outcome": 1 }, "critique_flags": {}, "variant_count": 1, "source_resumes": [ "cursor_gtm_finance_sales_business_partner/2026-07-24/darsh_shah_cursor_gtm_finance_sales_business_partner_resume_2026-07-24.md" ], "variants": [ { "text": "Co-led pricing and commercial terms with the Head of Agencies to close a $50M+ annual advertising contract, balancing committed spend, inventory yield, and revenue predictability", "cluster_id": "epic-co-led-pricing-commercial-terms", "word_count": 25, "opening_verb": "Co-led", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "finance" ], "metrics": [ "$50M", "50M", "50" ], "keywords": [ "Co-led", "pricing", "commercial", "terms", "Head", "Agencies", "close", "annual" ], "source_resume": "cursor_gtm_finance_sales_business_partner/2026-07-24/darsh_shah_cursor_gtm_finance_sales_business_partner_resume_2026-07-24.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Manager, Strategic Finance | Sales Planning & Revenue Operations", "approval_status": "approved", "achievement_id": "sharechat-annual-advertising-contract-pricing", "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed platform, 180M MAU) | Bengaluru, India", "**Manager, Strategic Finance | Sales Planning & Revenue Operations**" ] } ] }, { "cluster_id": "epic-conceptualized-india-focused-advertiser-conference", "canonical_text": "Conceptualized and launched an India-focused advertiser conference with a multi-channel campaign, generating $8M+ in pipeline and securing two partnerships", "canonical_source": "eventual_founding_ops/2026-07-21/darsh_shah_eventual_founding_ops_resume_2026-07-21.md", "themes": [ "product" ], "metrics": [ "$8M", "8", "8M" ], "bullet_shapes": { "system_or_workflow": 1 }, "critique_flags": {}, "variant_count": 1, "source_resumes": [ "eventual_founding_ops/2026-07-21/darsh_shah_eventual_founding_ops_resume_2026-07-21.md" ], "variants": [ { "text": "Conceptualized and launched an India-focused advertiser conference with a multi-channel campaign, generating $8M+ in pipeline and securing two partnerships", "cluster_id": "epic-conceptualized-india-focused-advertiser-conference", "word_count": 19, "opening_verb": "Conceptualized", "bullet_shape": "system_or_workflow", "critique": { "flags": [], "hints": [] }, "themes": [ "product" ], "metrics": [ "$8M", "8M", "8" ], "keywords": [ "Conceptualized", "India-focused", "advertiser", "conference", "multi-channel", "campaign", "generating", "pipeline" ], "source_resume": "eventual_founding_ops/2026-07-21/darsh_shah_eventual_founding_ops_resume_2026-07-21.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Special Projects & Business Operations (CEO's Office) | Finance, Revenue & Marketing Ops", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short-video platform, 180M MAU) | Bengaluru, India", "**Special Projects & Business Operations (CEO's Office) | Finance, Revenue & Marketing Ops** | through role expansion" ] } ] }, { "cluster_id": "epic-contract-to-cash-revenue-leakage", "canonical_text": "Created a contract-to-cash analytics workflow that reconciled signed terms, market release signals, and Workday payment data, identifying $2M in revenue leakage and release-term gaps across 40 contracts", "canonical_source": "anthropic_analytics/darsh_shah_anthropic_analytics_finance_strategy_resume.md", "themes": [ "analytics", "finance", "leadership", "product", "technical" ], "metrics": [ "$2M", "10", "2", "2M", "40" ], "bullet_shapes": { "ai_enablement": 2, "commercial_or_financial_outcome": 1, "system_or_workflow": 3 }, "critique_flags": { "implementation_heavy": 5 }, "variant_count": 6, "source_resumes": [ "anthropic_analytics/darsh_shah_anthropic_analytics_finance_strategy_resume.md", "anthropic_deal_desk_americas/darsh_shah_anthropic_finance_strategy_deal_desk_americas_resume.md", "anthropic_product_finance_strategy_monetization/2026-07-07/darsh_shah_anthropic_product_finance_strategy_monetization_resume_2026-07-07.md", "april_strategic_finance_manager/2026-06-22/darsh_shah_april_strategic_finance_manager_resume_2026-06-22.md", "comfy_lead_strategic_finance/2026-07-10/darsh_shah_comfy_lead_strategic_finance_resume_2026-07-10.md", "vercel_strategic_finance_manager_epd/2026-06-12/darsh_shah_vercel_strategic_finance_manager_resume_2026-06-12.md" ], "variants": [ { "text": "Created a contract-to-cash analytics workflow that reconciled signed terms, market release signals, and Workday payment data, identifying $2M in revenue leakage and release-term gaps across 40 contracts", "cluster_id": "epic-contract-to-cash-revenue-leakage", "word_count": 27, "opening_verb": "Created", "bullet_shape": "system_or_workflow", "critique": { "flags": [ "implementation_heavy" ], "hints": [ "Check nearby bullets; if several are system-building bullets, reframe one around the decision or business result." ] }, "themes": [ "leadership", "finance", "analytics" ], "metrics": [ "$2M", "2M", "2", "40" ], "keywords": [ "contract-to-cash", "analytics", "workflow", "reconciled", "signed", "terms", "market", "release" ], "source_resume": "anthropic_analytics/darsh_shah_anthropic_analytics_finance_strategy_resume.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Senior Financial Analyst", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES | North Carolina", "**Senior Financial Analyst**" ] }, { "text": "Collected $2M in royalty leakage by reconciling signed commercial terms, market release signals, and Workday payment data across 40 contracts, flagging missed launch obligations and incorrect royalty rates", "cluster_id": "epic-contract-to-cash-revenue-leakage", "word_count": 28, "opening_verb": "Collected", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "analytics" ], "metrics": [ "$2M", "2M", "2", "40" ], "keywords": [ "royalty", "Collected", "leakage", "reconciling", "signed", "commercial", "terms", "market" ], "source_resume": "anthropic_deal_desk_americas/darsh_shah_anthropic_finance_strategy_deal_desk_americas_resume.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Senior Financial Analyst", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES | North Carolina", "**Senior Financial Analyst**" ] }, { "text": "Built reusable Claude Code workflows with source-system schemas and vetted query patterns for SQL, Databricks, Salesforce, and Workday, helping finance users pull data across 10+ close, forecasting, and reporting workflows", "cluster_id": "epic-contract-to-cash-revenue-leakage", "word_count": 30, "opening_verb": "Built", "bullet_shape": "ai_enablement", "critique": { "flags": [ "implementation_heavy" ], "hints": [ "Check nearby bullets; if several are system-building bullets, reframe one around the decision or business result." ] }, "themes": [ "product", "finance", "analytics", "technical" ], "metrics": [ "10" ], "keywords": [ "workflows", "reusable", "Claude", "Code", "source-system", "schemas", "vetted", "query" ], "source_resume": "anthropic_product_finance_strategy_monetization/2026-07-07/darsh_shah_anthropic_product_finance_strategy_monetization_resume_2026-07-07.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Agentic Tooling | Strategic Finance", "approval_status": "unreviewed", "achievement_id": null, "context": [ "**Finance & Strategy | Game Dev Tools Monetization**", "**Agentic Tooling | Strategic Finance**" ] }, { "text": "Built schema-aware agent skills that let finance partners self-serve from Workday, Salesforce, and Databricks, cutting manual pulls across 10+ close, forecasting, and reporting workflows", "cluster_id": "epic-contract-to-cash-revenue-leakage", "word_count": 24, "opening_verb": "Built", "bullet_shape": "system_or_workflow", "critique": { "flags": [ "implementation_heavy" ], "hints": [ "Check nearby bullets; if several are system-building bullets, reframe one around the decision or business result." ] }, "themes": [ "finance", "analytics" ], "metrics": [ "10" ], "keywords": [ "schema-aware", "agent", "skills", "let", "finance", "partners", "self-serve", "Workday" ], "source_resume": "april_strategic_finance_manager/2026-06-22/darsh_shah_april_strategic_finance_manager_resume_2026-06-22.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Agentic Finance | Automated the Finance Org's FP&A Tooling on AI Agents", "approval_status": "unreviewed", "achievement_id": null, "context": [ "**Strategic Finance | Pricing, Planning & Unit Economics, AI Creator Tools**", "**Agentic Finance | Automated the Finance Org's FP&A Tooling on AI Agents**" ] }, { "text": "Built reusable Claude Code workflows with source-system schemas and vetted query patterns for SQL, Databricks, Salesforce, and Workday, enabling finance self-service across 10+ close, forecasting, and reporting workflows", "cluster_id": "epic-contract-to-cash-revenue-leakage", "word_count": 28, "opening_verb": "Built", "bullet_shape": "ai_enablement", "critique": { "flags": [ "implementation_heavy" ], "hints": [ "Check nearby bullets; if several are system-building bullets, reframe one around the decision or business result." ] }, "themes": [ "finance", "analytics", "technical" ], "metrics": [ "10" ], "keywords": [ "workflows", "reusable", "Claude", "Code", "source-system", "schemas", "vetted", "query" ], "source_resume": "comfy_lead_strategic_finance/2026-07-10/darsh_shah_comfy_lead_strategic_finance_resume_2026-07-10.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Finance Systems | Data & Self-Service Tooling", "approval_status": "unreviewed", "achievement_id": null, "context": [ "**Finance & Strategy | AI Unit Economics, Compute & FP&A**", "**Finance Systems | Data & Self-Service Tooling**" ] }, { "text": "Built schema-aware agent skills that let Finance and EPD partners self-serve cost, usage, and forecasting data from SQL, Databricks, Salesforce, and Workday \u2014 cutting manual pulls across 10+ close and reporting workflows", "cluster_id": "epic-contract-to-cash-revenue-leakage", "word_count": 32, "opening_verb": "Built", "bullet_shape": "system_or_workflow", "critique": { "flags": [ "implementation_heavy" ], "hints": [ "Check nearby bullets; if several are system-building bullets, reframe one around the decision or business result." ] }, "themes": [ "finance", "analytics", "technical" ], "metrics": [ "10" ], "keywords": [ "schema-aware", "agent", "skills", "let", "Finance", "EPD", "partners", "self-serve" ], "source_resume": "vercel_strategic_finance_manager_epd/2026-06-12/darsh_shah_vercel_strategic_finance_manager_resume_2026-06-12.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Agentic Finance | Self-Service Cost & Data Tooling for Finance and EPD", "approval_status": "unreviewed", "achievement_id": null, "context": [ "**Finance & Strategy | Infrastructure Economics & AI Creator Tools**", "**Agentic Finance | Self-Service Cost & Data Tooling for Finance and EPD**" ] } ] }, { "cluster_id": "epic-creator-monetization-product-user", "canonical_text": "Launched a creator monetization product using user personas, qualitative research, and usage data, lifting retention 50% and daily streamed minutes by 1.6B (~$14.4M revenue impact)", "canonical_source": "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "themes": [ "analytics", "finance", "growth", "product" ], "metrics": [ "$14.4M", "1", "1.6B", "14", "14.4M", "4", "50", "50%", "6" ], "bullet_shapes": { "commercial_or_financial_outcome": 1, "general_achievement": 1 }, "critique_flags": {}, "variant_count": 2, "source_resumes": [ "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "tabs_strategy_operations_lead/2026-07-09/darsh_shah_tabs_strategy_operations_lead_resume_2026-07-09.md" ], "variants": [ { "text": "Launched a creator monetization product using user personas, qualitative research, and usage data, lifting retention 50% and daily streamed minutes by 1.6B (~$14.4M revenue impact)", "cluster_id": "epic-creator-monetization-product-user", "word_count": 25, "opening_verb": "Launched", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance", "analytics", "growth" ], "metrics": [ "$14.4M", "50%", "1.6B", "14.4M", "50", "1", "6", "14", "4" ], "keywords": [ "creator", "monetization", "product", "user", "personas", "qualitative", "research", "usage" ], "source_resume": "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Product Marketing & Growth (Consumer Products)", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short-video platform, 180M MAU) | Bengaluru, India", "**Product Marketing & Growth (Consumer Products)** - through role expansion" ] }, { "text": "Launched creator monetization product using user personas, qualitative research, and usage data, lifting retention 50% and daily streamed minutes by 1.6B", "cluster_id": "epic-creator-monetization-product-user", "word_count": 21, "opening_verb": "Launched", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "analytics", "growth" ], "metrics": [ "50%", "1.6B", "50", "1", "6" ], "keywords": [ "creator", "monetization", "product", "user", "personas", "qualitative", "research", "usage" ], "source_resume": "tabs_strategy_operations_lead/2026-07-09/darsh_shah_tabs_strategy_operations_lead_resume_2026-07-09.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Business Operations | Product Launches & Adoption", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short video platform, 180 million MAU) | Bengaluru, India", "**Business Operations | Product Launches & Adoption** | through role expansion" ] } ] }, { "cluster_id": "epic-customer-operations-zero-jira", "canonical_text": "Built customer operations from zero through a JIRA service desk, Confluence self-service, support team, and SLAs, cutting complaints 38% and earning an accelerated top-1% promotion", "canonical_source": "eventual_founding_ops/2026-07-21/darsh_shah_eventual_founding_ops_resume_2026-07-21.md", "themes": [ "leadership", "operations" ], "metrics": [ "1", "1%", "38", "38%" ], "bullet_shapes": { "general_achievement": 2 }, "critique_flags": {}, "variant_count": 2, "source_resumes": [ "eventual_founding_ops/2026-07-21/darsh_shah_eventual_founding_ops_resume_2026-07-21.md", "tabs_strategy_operations_lead/2026-07-09/darsh_shah_tabs_strategy_operations_lead_resume_2026-07-09.md" ], "variants": [ { "text": "Built customer operations from zero through a JIRA service desk, Confluence self-service, support team, and SLAs, cutting complaints 38% and earning an accelerated top-1% promotion", "cluster_id": "epic-customer-operations-zero-jira", "word_count": 25, "opening_verb": "Built", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "operations" ], "metrics": [ "38%", "1%", "38", "1" ], "keywords": [ "customer", "operations", "zero", "JIRA", "service", "desk", "Confluence", "self-service" ], "source_resume": "eventual_founding_ops/2026-07-21/darsh_shah_eventual_founding_ops_resume_2026-07-21.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Special Projects & Business Operations (CEO's Office) | Finance, Revenue & Marketing Ops", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short-video platform, 180M MAU) | Bengaluru, India", "**Special Projects & Business Operations (CEO's Office) | Finance, Revenue & Marketing Ops** | through role expansion" ] }, { "text": "Built customer operations from zero (JIRA service desk, Confluence self-service, support team, SLAs), cutting complaints 38% and earning accelerated top-1% promotion", "cluster_id": "epic-customer-operations-zero-jira", "word_count": 21, "opening_verb": "Built", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "operations" ], "metrics": [ "38%", "1%", "38", "1" ], "keywords": [ "customer", "operations", "zero", "JIRA", "service", "desk", "Confluence", "self-service" ], "source_resume": "tabs_strategy_operations_lead/2026-07-09/darsh_shah_tabs_strategy_operations_lead_resume_2026-07-09.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Business Operations | Product Launches & Adoption", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short video platform, 180 million MAU) | Bengaluru, India", "**Business Operations | Product Launches & Adoption** | through role expansion" ] } ] }, { "cluster_id": "epic-devised-onboarding-content-strategy", "canonical_text": "Devised onboarding content strategy for ShareChat's self-serve ad product using reviews and case studies, increasing customer satisfaction 35%", "canonical_source": "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "themes": [ "product" ], "metrics": [ "35", "35%" ], "bullet_shapes": { "strategy_or_decision_support": 1 }, "critique_flags": {}, "variant_count": 1, "source_resumes": [ "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md" ], "variants": [ { "text": "Devised onboarding content strategy for ShareChat's self-serve ad product using reviews and case studies, increasing customer satisfaction 35%", "cluster_id": "epic-devised-onboarding-content-strategy", "word_count": 18, "opening_verb": "Devised", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [], "hints": [] }, "themes": [ "product" ], "metrics": [ "35%", "35" ], "keywords": [ "Devised", "onboarding", "content", "strategy", "ShareChat", "self-serve", "product", "reviews" ], "source_resume": "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Product Marketing & Growth (Consumer Products)", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short-video platform, 180M MAU) | Bengaluru, India", "**Product Marketing & Growth (Consumer Products)** - through role expansion" ] } ] }, { "cluster_id": "epic-directed-subscription-pricing-update", "canonical_text": "Directed subscription pricing update across three plans, building messaging strategy with Marketing and Customer Success to generate $360K in incremental revenue with minimal churn", "canonical_source": "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "themes": [ "finance" ], "metrics": [ "$360K", "360", "360K" ], "bullet_shapes": { "commercial_or_financial_outcome": 1 }, "critique_flags": {}, "variant_count": 1, "source_resumes": [ "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md" ], "variants": [ { "text": "Directed subscription pricing update across three plans, building messaging strategy with Marketing and Customer Success to generate $360K in incremental revenue with minimal churn", "cluster_id": "epic-directed-subscription-pricing-update", "word_count": 24, "opening_verb": "Directed", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "finance" ], "metrics": [ "$360K", "360K", "360" ], "keywords": [ "Directed", "subscription", "pricing", "update", "three", "plans", "building", "messaging" ], "source_resume": "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "section": "Professional Experience", "company": "PASS+", "role": "Chief of Staff | Product Marketing & Growth (MBA Intern)", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2023 | PASS+ (Vertical SaaS platform, 25K users) | Los Angeles, CA", "**Chief of Staff | Product Marketing & Growth (MBA Intern)**" ] } ] }, { "cluster_id": "epic-engineered-profitable-scale-up-plan", "canonical_text": "Engineered a profitable scale-up plan and secured a $10M quarterly performance-marketing budget by establishing robust LTV/CAC success metrics", "canonical_source": "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "themes": [ "analytics" ], "metrics": [ "$10M", "10", "10M" ], "bullet_shapes": { "general_achievement": 1 }, "critique_flags": {}, "variant_count": 1, "source_resumes": [ "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md" ], "variants": [ { "text": "Engineered a profitable scale-up plan and secured a $10M quarterly performance-marketing budget by establishing robust LTV/CAC success metrics", "cluster_id": "epic-engineered-profitable-scale-up-plan", "word_count": 18, "opening_verb": "Engineered", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "analytics" ], "metrics": [ "$10M", "10M", "10" ], "keywords": [ "Engineered", "profitable", "scale-up", "plan", "secured", "quarterly", "performance-marketing", "budget" ], "source_resume": "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Product Marketing & Growth (Consumer Products)", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short-video platform, 180M MAU) | Bengaluru, India", "**Product Marketing & Growth (Consumer Products)** - through role expansion" ] } ] }, { "cluster_id": "epic-implemented-acquisition-experiments-testing", "canonical_text": "Implemented acquisition experiments testing hypotheses across messaging, personas, and channels as the introductory plan scaled to 1,000+ customers and $600K ARR in 6 months", "canonical_source": "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "themes": [ "analytics", "finance", "growth", "leadership" ], "metrics": [ "$600K", "1,000", "6", "600", "600K" ], "bullet_shapes": { "leadership_or_rollout": 1 }, "critique_flags": {}, "variant_count": 1, "source_resumes": [ "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md" ], "variants": [ { "text": "Implemented acquisition experiments testing hypotheses across messaging, personas, and channels as the introductory plan scaled to 1,000+ customers and $600K ARR in 6 months", "cluster_id": "epic-implemented-acquisition-experiments-testing", "word_count": 24, "opening_verb": "Implemented", "bullet_shape": "leadership_or_rollout", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "finance", "analytics", "growth" ], "metrics": [ "$600K", "600K", "1,000", "600", "6" ], "keywords": [ "Implemented", "acquisition", "experiments", "testing", "hypotheses", "messaging", "personas", "channels" ], "source_resume": "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "section": "Professional Experience", "company": "PASS+", "role": "Chief of Staff | Product Marketing & Growth (MBA Intern)", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2023 | PASS+ (Vertical SaaS platform, 25K users) | Los Angeles, CA", "**Chief of Staff | Product Marketing & Growth (MBA Intern)**" ] } ] }, { "cluster_id": "epic-launch-gtm-new-short-video", "canonical_text": "Led launch and GTM of a new short-video ads business line, defining customer value prop and roadmap and partnering with Product and Engineering on prioritization to reach $60M ARR within 6 months", "canonical_source": "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "themes": [ "finance", "growth", "leadership", "product", "technical" ], "metrics": [ "$60M", "6", "60", "60M" ], "bullet_shapes": { "leadership_or_rollout": 3 }, "critique_flags": {}, "variant_count": 3, "source_resumes": [ "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "eventual_founding_ops/2026-07-21/darsh_shah_eventual_founding_ops_resume_2026-07-21.md", "tabs_strategy_operations_lead/2026-07-09/darsh_shah_tabs_strategy_operations_lead_resume_2026-07-09.md" ], "variants": [ { "text": "Led launch and GTM of a new short-video ads business line, defining customer value prop and roadmap and partnering with Product and Engineering on prioritization to reach $60M ARR within 6 months", "cluster_id": "epic-launch-gtm-new-short-video", "word_count": 32, "opening_verb": "Led", "bullet_shape": "leadership_or_rollout", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "product", "finance", "technical", "growth" ], "metrics": [ "$60M", "60M", "60", "6" ], "keywords": [ "launch", "GTM", "new", "short-video", "ads", "business", "line", "defining" ], "source_resume": "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Product Marketing & Growth (Consumer Products)", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short-video platform, 180M MAU) | Bengaluru, India", "**Product Marketing & Growth (Consumer Products)** - through role expansion" ] }, { "text": "Led launch and GTM of a new short-video ads business line, defining customer value proposition and roadmap to reach $60M ARR within 6 months", "cluster_id": "epic-launch-gtm-new-short-video", "word_count": 24, "opening_verb": "Led", "bullet_shape": "leadership_or_rollout", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "product", "finance", "growth" ], "metrics": [ "$60M", "60M", "60", "6" ], "keywords": [ "launch", "GTM", "new", "short-video", "ads", "business", "line", "defining" ], "source_resume": "eventual_founding_ops/2026-07-21/darsh_shah_eventual_founding_ops_resume_2026-07-21.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Special Projects & Business Operations (CEO's Office) | Finance, Revenue & Marketing Ops", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short-video platform, 180M MAU) | Bengaluru, India", "**Special Projects & Business Operations (CEO's Office) | Finance, Revenue & Marketing Ops** | through role expansion" ] }, { "text": "Led launch and GTM of a new short-video ads business line, defining customer value prop and roadmap and partnering with Product and Engineering on prioritization to reach $60M ARR within 6 months", "cluster_id": "epic-launch-gtm-new-short-video", "word_count": 32, "opening_verb": "Led", "bullet_shape": "leadership_or_rollout", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "product", "finance", "technical", "growth" ], "metrics": [ "$60M", "60M", "60", "6" ], "keywords": [ "launch", "GTM", "new", "short-video", "ads", "business", "line", "defining" ], "source_resume": "tabs_strategy_operations_lead/2026-07-09/darsh_shah_tabs_strategy_operations_lead_resume_2026-07-09.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Business Operations | Product Launches & Adoption", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short video platform, 180 million MAU) | Bengaluru, India", "**Business Operations | Product Launches & Adoption** | through role expansion" ] } ] }, { "cluster_id": "epic-margin-own-financial-model", "canonical_text": "Own the financial model and unit economics for Epic's AI Creator Tools \u2014 a per-call, usage-based product \u2014 setting launch pricing and removing ~$25M in annualized margin risk at ~50% gross margin", "canonical_source": "april_strategic_finance_manager/2026-06-22/darsh_shah_april_strategic_finance_manager_resume_2026-06-22.md", "themes": [ "product" ], "metrics": [ "$25M", "25", "25M", "50", "50%" ], "bullet_shapes": { "commercial_or_financial_outcome": 2 }, "critique_flags": {}, "variant_count": 2, "source_resumes": [ "april_strategic_finance_manager/2026-06-22/darsh_shah_april_strategic_finance_manager_resume_2026-06-22.md", "eventual_founding_ops/2026-07-21/darsh_shah_eventual_founding_ops_resume_2026-07-21.md" ], "variants": [ { "text": "Own the financial model and unit economics for Epic's AI Creator Tools \u2014 a per-call, usage-based product \u2014 setting launch pricing and removing ~$25M in annualized margin risk at ~50% gross margin", "cluster_id": "epic-margin-own-financial-model", "word_count": 32, "opening_verb": "Own", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product" ], "metrics": [ "$25M", "50%", "25M", "25", "50" ], "keywords": [ "margin", "Own", "financial", "model", "unit", "economics", "Epic", "Creator" ], "source_resume": "april_strategic_finance_manager/2026-06-22/darsh_shah_april_strategic_finance_manager_resume_2026-06-22.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Strategic Finance | Pricing, Planning & Unit Economics, AI Creator Tools", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (consumption-priced AI creator tooling) | Remote", "**Strategic Finance | Pricing, Planning & Unit Economics, AI Creator Tools**" ] }, { "text": "Own the financial model and unit economics for Epic's AI Creator Tools, setting launch pricing and removing ~$25M in annualized margin risk at ~50% gross margin", "cluster_id": "epic-margin-own-financial-model", "word_count": 26, "opening_verb": "Own", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product" ], "metrics": [ "$25M", "50%", "25M", "25", "50" ], "keywords": [ "margin", "Own", "financial", "model", "unit", "economics", "Epic", "Creator" ], "source_resume": "eventual_founding_ops/2026-07-21/darsh_shah_eventual_founding_ops_resume_2026-07-21.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Strategy & Operations | Finance, Launches & AI Workflows", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (Game Dev Tools) | Hybrid", "**Strategy & Operations | Finance, Launches & AI Workflows**" ] } ] }, { "cluster_id": "epic-market-intelligence-tam", "canonical_text": "Sized Unreal Engine's mobile and China opportunity across 38,000 games, converting competitive and market analysis into ~$15M of capital investment and long-range planning targets", "canonical_source": "anthropic_product_finance_strategy_monetization/2026-07-07/darsh_shah_anthropic_product_finance_strategy_monetization_resume_2026-07-07.md", "themes": [ "analytics", "finance", "leadership", "technical" ], "metrics": [ "$15M", "$40M", "15", "15M", "38,000", "40", "40M" ], "bullet_shapes": { "strategy_or_decision_support": 6 }, "critique_flags": {}, "variant_count": 6, "source_resumes": [ "anthropic_analytics/darsh_shah_anthropic_analytics_finance_strategy_resume.md", 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[ "analytics", "technical" ], "metrics": [ "38,000" ], "keywords": [ "market", "Quantified", "Unreal", "Engine", "mobile", "China", "opportunity", "games" ], "source_resume": "anthropic_analytics/darsh_shah_anthropic_analytics_finance_strategy_resume.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Senior Financial Analyst", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES | North Carolina", "**Senior Financial Analyst**" ] }, { "text": "Quantified Unreal Engine's mobile and China market opportunity across 38,000 games, creating missing-market assumptions that informed ~$15M in China team investment, annual planning targets, and a China mobile project", "cluster_id": "epic-market-intelligence-tam", "word_count": 29, "opening_verb": "Quantified", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "finance" ], "metrics": [ "$15M", "15M", "38,000", "15" ], "keywords": [ "China", "mobile", "Quantified", "Unreal", "Engine", "market", "opportunity", "games" ], "source_resume": "anthropic_corporate_fpa/darsh_shah_anthropic_corporate_finance_strategy_resume.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Senior Financial Analyst", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES | North Carolina", "**Senior Financial Analyst**" ] }, { "text": "Sized Unreal Engine's mobile and China opportunity across 38,000 games, converting competitive and market analysis into ~$15M of capital investment and long-range planning targets", "cluster_id": "epic-market-intelligence-tam", "word_count": 24, "opening_verb": "Sized", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [], "hints": [] }, "themes": [ "finance", "analytics", "technical" ], "metrics": [ "$15M", "15M", "38,000", "15" ], "keywords": [ "Sized", "Unreal", "Engine", "mobile", "China", "opportunity", "games", "converting" ], "source_resume": "anthropic_product_finance_strategy_monetization/2026-07-07/darsh_shah_anthropic_product_finance_strategy_monetization_resume_2026-07-07.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Finance & Strategy | Game Dev Tools Monetization", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (Game Dev Tools) | Hybrid", "**Finance & Strategy | Game Dev Tools Monetization**" ] }, { "text": "Sized Unreal Engine's mobile and China opportunity across 38,000 games, converting competitive and market analysis into ~$15M of capital investment and long-range planning targets", "cluster_id": "epic-market-intelligence-tam", "word_count": 24, "opening_verb": "Sized", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [], "hints": [] }, "themes": [ "finance", "analytics", "technical" ], "metrics": [ "$15M", "15M", "38,000", "15" ], "keywords": [ "Sized", "Unreal", "Engine", "mobile", "China", "opportunity", "games", "converting" ], "source_resume": "april_strategic_finance_manager/2026-06-22/darsh_shah_april_strategic_finance_manager_resume_2026-06-22.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Strategic Finance | Pricing, Planning & Unit Economics, AI Creator Tools", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (consumption-priced AI creator tooling) | Remote", "**Strategic Finance | Pricing, Planning & Unit Economics, AI Creator Tools**" ] }, { "text": "Sized Unreal Engine's mobile and China opportunity across 38,000 games, converting competitive and market analysis into ~$15M of capital investment and long-range planning targets", "cluster_id": "epic-market-intelligence-tam", "word_count": 24, "opening_verb": "Sized", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [], "hints": [] }, 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defining cost-per-call and cost-per-output metrics, setting launch pricing, and removing ~$25M in annualized margin risk at ~50% gross margin", "canonical_source": "vercel_strategic_finance_manager_epd/2026-06-12/darsh_shah_vercel_strategic_finance_manager_resume_2026-06-12.md", "themes": [ "analytics", "product" ], "metrics": [ "$25M", "25", "25M", "50", "50%" ], "bullet_shapes": { "commercial_or_financial_outcome": 1 }, "critique_flags": { "long_over_35_words": 1 }, "variant_count": 1, "source_resumes": [ "vercel_strategic_finance_manager_epd/2026-06-12/darsh_shah_vercel_strategic_finance_manager_resume_2026-06-12.md" ], "variants": [ { "text": "Own the financial model and unit economics for Epic's AI Creator Tools \u2014 a consumption-based model (per-call costs, cache-hit rates, execution time) \u2014 defining cost-per-call and cost-per-output metrics, setting launch pricing, and removing ~$25M in annualized margin risk at ~50% gross margin", "cluster_id": "epic-model-margin-own-financial", "word_count": 42, "opening_verb": "Own", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [ "long_over_35_words" ], "hints": [ "Trim to 25-35 words or split into one achievement and one supporting detail." ] }, "themes": [ "product", "analytics" ], "metrics": [ "$25M", "50%", "25M", "25", "50" ], "keywords": [ "model", "margin", "Own", "financial", "unit", "economics", "Epic", "Creator" ], "source_resume": "vercel_strategic_finance_manager_epd/2026-06-12/darsh_shah_vercel_strategic_finance_manager_resume_2026-06-12.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Finance & Strategy | Infrastructure Economics & AI Creator Tools", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (consumption-priced AI creator tooling) | Remote", "**Finance & Strategy | Infrastructure Economics & AI Creator Tools**" ] } ] }, { "cluster_id": "epic-modeled-gcp-compute-capacity", "canonical_text": "Modeled ~$20M in GCP compute capacity for Epic's 3D image and asset generation product launch \u2014 forecasting instance requirements and reserved-vs-spot trade-offs to right-size AI infrastructure spend before commitment", "canonical_source": "vercel_strategic_finance_manager_epd/2026-06-12/darsh_shah_vercel_strategic_finance_manager_resume_2026-06-12.md", "themes": [ "finance", "leadership", "product" ], "metrics": [ "$20M", "20", "20M", "3" ], "bullet_shapes": { "leadership_or_rollout": 1 }, "critique_flags": {}, "variant_count": 1, "source_resumes": [ "vercel_strategic_finance_manager_epd/2026-06-12/darsh_shah_vercel_strategic_finance_manager_resume_2026-06-12.md" ], "variants": [ { "text": "Modeled ~$20M in GCP compute capacity for Epic's 3D image and asset generation product launch \u2014 forecasting instance requirements and reserved-vs-spot trade-offs to right-size AI infrastructure spend before commitment", "cluster_id": "epic-modeled-gcp-compute-capacity", "word_count": 29, "opening_verb": "Modeled", "bullet_shape": "leadership_or_rollout", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "product", "finance" ], "metrics": [ "$20M", "20M", "20", "3" ], "keywords": [ "Modeled", "GCP", "compute", "capacity", "Epic", "image", "asset", "generation" ], "source_resume": "vercel_strategic_finance_manager_epd/2026-06-12/darsh_shah_vercel_strategic_finance_manager_resume_2026-06-12.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Finance & Strategy | Infrastructure Economics & AI Creator Tools", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (consumption-priced AI creator tooling) | Remote", "**Finance & Strategy | Infrastructure Economics & AI Creator Tools**" ] } ] }, { "cluster_id": "epic-packaging-recommended-launch-pricing", "canonical_text": "Recommended launch pricing and packaging for Epic's agentic Game Dev Tools, translating usage, cost-to-serve, and packaging scenarios into ~50% gross-margin targets and ~$25M downside-risk mitigation", "canonical_source": "tabs_strategy_operations_lead/2026-07-09/darsh_shah_tabs_strategy_operations_lead_resume_2026-07-09.md", "themes": [ "operations", "product" ], "metrics": [ "$25M", "25", "25M", "50", "50%" ], "bullet_shapes": { "commercial_or_financial_outcome": 1 }, "critique_flags": {}, "variant_count": 1, "source_resumes": [ "tabs_strategy_operations_lead/2026-07-09/darsh_shah_tabs_strategy_operations_lead_resume_2026-07-09.md" ], "variants": [ { "text": "Recommended launch pricing and packaging for Epic's agentic Game Dev Tools, translating usage, cost-to-serve, and packaging scenarios into ~50% gross-margin targets and ~$25M downside-risk mitigation", "cluster_id": "epic-packaging-recommended-launch-pricing", "word_count": 25, "opening_verb": "Recommended", "bullet_shape": "commercial_or_financial_outcome", "critique": { 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"operations" ], "metrics": [], "keywords": [ "Partner", "Engineering", "Product", "translate", "roadmap", "caching", "usage-threshold", "decisions" ], "source_resume": "vercel_strategic_finance_manager_epd/2026-06-12/darsh_shah_vercel_strategic_finance_manager_resume_2026-06-12.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Finance & Strategy | Infrastructure Economics & AI Creator Tools", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (consumption-priced AI creator tooling) | Remote", "**Finance & Strategy | Infrastructure Economics & AI Creator Tools**" ] } ] }, { "cluster_id": "epic-planned-paced-sales-organization", "canonical_text": "Planned and paced a 4x sales organization expansion from 50 to 200 reps against a $300M revenue target, building capacity and ramp models with the CRO and regional leaders and partnering with Recruiting on hiring plans", "canonical_source": "cursor_gtm_finance_sales_business_partner/2026-07-24/darsh_shah_cursor_gtm_finance_sales_business_partner_resume_2026-07-24.md", "themes": [ "finance" ], "metrics": [ "$300M", "200", "300", "300M", "4", "4x", "50" ], "bullet_shapes": { "commercial_or_financial_outcome": 1 }, "critique_flags": { "long_over_35_words": 1 }, "variant_count": 1, "source_resumes": [ "cursor_gtm_finance_sales_business_partner/2026-07-24/darsh_shah_cursor_gtm_finance_sales_business_partner_resume_2026-07-24.md" ], "variants": [ { "text": "Planned and paced a 4x sales organization expansion from 50 to 200 reps against a $300M revenue target, building capacity and ramp models with the CRO and regional leaders and partnering with Recruiting on hiring plans", "cluster_id": "epic-planned-paced-sales-organization", "word_count": 36, "opening_verb": "Planned", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [ "long_over_35_words" ], "hints": [ "Trim to 25-35 words or split into one 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informed budget reallocations, investment reviews, headcount decisions, and revenue-risk calls", "canonical_source": "anthropic_corporate_fpa/darsh_shah_anthropic_corporate_finance_strategy_resume.md", "themes": [ "finance" ], "metrics": [], "bullet_shapes": { "commercial_or_financial_outcome": 1 }, "critique_flags": {}, "variant_count": 1, "source_resumes": [ "anthropic_corporate_fpa/darsh_shah_anthropic_corporate_finance_strategy_resume.md" ], "variants": [ { "text": "Presented recurring Unreal Engine close and QBR analyses to leadership, explaining royalty, licensing, and bookings variances that informed budget reallocations, investment reviews, headcount decisions, and revenue-risk calls", "cluster_id": "epic-presented-recurring-unreal-engine", "word_count": 27, "opening_verb": "Presented", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "finance" ], "metrics": [], "keywords": [ "Presented", "recurring", "Unreal", "Engine", "close", "QBR", "analyses", "leadership" ], "source_resume": "anthropic_corporate_fpa/darsh_shah_anthropic_corporate_finance_strategy_resume.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Senior Financial Analyst", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES | North Carolina", "**Senior Financial Analyst**" ] } ] }, { "cluster_id": "epic-productized-agent-workspace-nontechnical", "canonical_text": "Productized an agent workspace for 20+ nontechnical finance users, enabling secure self-service analysis across core data systems and saving 50+ team hours per week", "canonical_source": "cursor_gtm_finance_sales_business_partner/2026-07-24/darsh_shah_cursor_gtm_finance_sales_business_partner_resume_2026-07-24.md", "themes": [ "analytics", "leadership", "product" ], "metrics": [ "20", "50" ], "bullet_shapes": { "general_achievement": 1 }, "critique_flags": {}, "variant_count": 1, "source_resumes": [ 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"approved", "achievement_id": "epic-agent-workspace-finance-self-service", "context": [ "**Senior Financial Analyst | GTM Finance, Unreal Engine & AI Products**", "**Agentic Finance | Internal Tooling & Enablement**" ] } ] }, { "cluster_id": "epic-ran-a-b-tests-self-serve", "canonical_text": "Ran A/B tests on the self-serve advertiser funnel with Product, rebuilding the user journey from data to cut drop-offs ~35% and add 120K+ monthly sign-ups", "canonical_source": "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "themes": [ "analytics", "growth", "product" ], "metrics": [ "120", "120K", "35", "35%" ], "bullet_shapes": { "general_achievement": 2 }, "critique_flags": {}, "variant_count": 2, "source_resumes": [ "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "tabs_strategy_operations_lead/2026-07-09/darsh_shah_tabs_strategy_operations_lead_resume_2026-07-09.md" ], "variants": [ { "text": "Ran A/B tests on the self-serve advertiser funnel with Product, rebuilding the user journey from data to cut drop-offs ~35% and add 120K+ monthly sign-ups", "cluster_id": "epic-ran-a-b-tests-self-serve", "word_count": 25, "opening_verb": "Ran", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "analytics", "growth" ], "metrics": [ "35%", "120K", "35", "120" ], "keywords": [ "Ran", "A/B", "tests", "self-serve", "advertiser", "funnel", "Product", "rebuilding" ], "source_resume": "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Product Marketing & Growth (Consumer Products)", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short-video platform, 180M MAU) | Bengaluru, India", "**Product Marketing & Growth (Consumer Products)** - through role expansion" ] }, { "text": "Ran A/B tests on self-serve B2B advertiser funnel with Product, rebuilding the user journey from data to cut drop-offs ~35% and add 120K+ monthly sign-ups", "cluster_id": "epic-ran-a-b-tests-self-serve", "word_count": 25, "opening_verb": "Ran", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "analytics", "growth" ], "metrics": [ "35%", "120K", "35", "120" ], "keywords": [ "Ran", "A/B", "tests", "self-serve", "B2B", "advertiser", "funnel", "Product" ], "source_resume": "tabs_strategy_operations_lead/2026-07-09/darsh_shah_tabs_strategy_operations_lead_resume_2026-07-09.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Business Operations | Product Launches & Adoption", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short video platform, 180 million MAU) | Bengaluru, India", "**Business Operations | Product Launches & Adoption** | through role expansion" ] } ] }, { "cluster_id": "epic-ran-acquisition-experiments-messaging", "canonical_text": "Ran acquisition experiments across messaging, personas, and channels as a new plan scaled to 1,000+ customers and $600K ARR in 6 months", "canonical_source": "eventual_founding_ops/2026-07-21/darsh_shah_eventual_founding_ops_resume_2026-07-21.md", "themes": [ "analytics", "finance", "growth", "leadership" ], "metrics": [ "$600K", "1,000", "6", "600", "600K" ], "bullet_shapes": { "leadership_or_rollout": 1 }, "critique_flags": {}, "variant_count": 1, "source_resumes": [ "eventual_founding_ops/2026-07-21/darsh_shah_eventual_founding_ops_resume_2026-07-21.md" ], "variants": [ { "text": "Ran acquisition experiments across messaging, personas, and channels as a new plan scaled to 1,000+ customers and $600K ARR in 6 months", "cluster_id": "epic-ran-acquisition-experiments-messaging", "word_count": 22, "opening_verb": "Ran", "bullet_shape": "leadership_or_rollout", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "finance", "analytics", "growth" ], "metrics": [ "$600K", "600K", "1,000", "600", "6" ], "keywords": [ "Ran", "acquisition", "experiments", "messaging", "personas", "channels", "new", "plan" ], "source_resume": "eventual_founding_ops/2026-07-21/darsh_shah_eventual_founding_ops_resume_2026-07-21.md", "section": "Professional Experience", "company": "PASS+", "role": "Chief of Staff (MBA Intern)", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2023 | PASS+ (Vertical SaaS platform, 25K users) | Los Angeles, CA", "**Chief of Staff (MBA Intern)**" ] } ] }, { "cluster_id": "epic-real-time-usage-and-cost-view-new", "canonical_text": "Built a real-time usage-and-cost view for a new product with no usage priors, helping Engineering track per-unit profitability and flag usage-curve drift that could require pricing intervention against $10M+ in cost exposure", "canonical_source": "anthropic_product_finance_strategy_monetization/2026-07-07/darsh_shah_anthropic_product_finance_strategy_monetization_resume_2026-07-07.md", "themes": [ "product", "technical" ], "metrics": [ "$10M", "10", "10M" ], "bullet_shapes": { "commercial_or_financial_outcome": 1, "general_achievement": 3 }, "critique_flags": {}, "variant_count": 4, "source_resumes": [ "anthropic_product_finance_strategy_monetization/2026-07-07/darsh_shah_anthropic_product_finance_strategy_monetization_resume_2026-07-07.md", "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "comfy_lead_strategic_finance/2026-07-10/darsh_shah_comfy_lead_strategic_finance_resume_2026-07-10.md", "tabs_strategy_operations_lead/2026-07-09/darsh_shah_tabs_strategy_operations_lead_resume_2026-07-09.md" ], "variants": [ { "text": "Built a real-time usage-and-cost view for a new product with no usage priors, helping Engineering track per-unit profitability and flag usage-curve drift that could require pricing intervention against $10M+ in cost exposure", "cluster_id": "epic-real-time-usage-and-cost-view-new", "word_count": 32, "opening_verb": "Built", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "technical" ], "metrics": [ "$10M", "10M", "10" ], "keywords": [ "real-time", "usage-and-cost", "view", "new", "product", "usage", "priors", "helping" ], "source_resume": "anthropic_product_finance_strategy_monetization/2026-07-07/darsh_shah_anthropic_product_finance_strategy_monetization_resume_2026-07-07.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Finance & Strategy | Game Dev Tools Monetization", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES 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Present | EPIC GAMES (Game Dev Tools) | Hybrid", "**Finance & Strategy | AI Product Launches & Analytics**" ] }, { "text": "Built a real-time usage-and-cost view for a new product with no usage priors, helping Engineering track per-unit profitability and flag usage-curve drift against $10M+ in cost exposure", "cluster_id": "epic-real-time-usage-and-cost-view-new", "word_count": 27, "opening_verb": "Built", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "technical" ], "metrics": [ "$10M", "10M", "10" ], "keywords": [ "real-time", "usage-and-cost", "view", "new", "product", "usage", "priors", "helping" ], "source_resume": "comfy_lead_strategic_finance/2026-07-10/darsh_shah_comfy_lead_strategic_finance_resume_2026-07-10.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Finance & Strategy | AI Unit Economics, Compute & FP&A", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (Game Dev Tools) | Hybrid", "**Finance & Strategy | AI Unit Economics, Compute & FP&A**" ] }, { "text": "Built a real-time usage-and-cost view for a new product with no usage priors, helping Engineering track per-unit profitability and flag usage-curve drift against $10M+ in cost exposure", "cluster_id": "epic-real-time-usage-and-cost-view-new", "word_count": 27, "opening_verb": "Built", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "technical" ], "metrics": [ "$10M", "10M", "10" ], "keywords": [ "real-time", "usage-and-cost", "view", "new", "product", "usage", "priors", "helping" ], "source_resume": "tabs_strategy_operations_lead/2026-07-09/darsh_shah_tabs_strategy_operations_lead_resume_2026-07-09.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Strategy & Operations | AI Product Launches", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (Game Dev Tools) | Hybrid", "**Strategy & Operations | AI Product Launches**" ] } ] }, { "cluster_id": "epic-recalibrated-regional-quotas-rebalanced", "canonical_text": "Recalibrated regional quotas and rebalanced enterprise sales coverage around renewal cycles, cutting the quota-attainment gap by 50%", "canonical_source": "cursor_gtm_finance_sales_business_partner/2026-07-24/darsh_shah_cursor_gtm_finance_sales_business_partner_resume_2026-07-24.md", "themes": [], "metrics": [ "50", "50%" ], "bullet_shapes": { "general_achievement": 1 }, "critique_flags": {}, "variant_count": 1, "source_resumes": [ "cursor_gtm_finance_sales_business_partner/2026-07-24/darsh_shah_cursor_gtm_finance_sales_business_partner_resume_2026-07-24.md" ], "variants": [ { "text": "Recalibrated regional quotas and rebalanced enterprise sales coverage around renewal cycles, cutting the quota-attainment gap by 50%", "cluster_id": "epic-recalibrated-regional-quotas-rebalanced", 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"### Oct 2024 - Present | EPIC GAMES (Unreal Engine developer platform) | Hybrid", "**Senior Financial Analyst | GTM Finance, Unreal Engine & AI Products**" ] } ] }, { "cluster_id": "epic-run-quarterly-close-actuals-vs-forecast", "canonical_text": "Run quarterly close and actuals-vs-forecast reviews for Unreal Engine, turning compute, licensing, and royalty variances into budget reallocations and course-corrections for finance and engineering leadership", "canonical_source": "april_strategic_finance_manager/2026-06-22/darsh_shah_april_strategic_finance_manager_resume_2026-06-22.md", "themes": [ "finance", "technical" ], "metrics": [], "bullet_shapes": { "commercial_or_financial_outcome": 3 }, "critique_flags": {}, "variant_count": 3, "source_resumes": [ "april_strategic_finance_manager/2026-06-22/darsh_shah_april_strategic_finance_manager_resume_2026-06-22.md", "comfy_lead_strategic_finance/2026-07-10/darsh_shah_comfy_lead_strategic_finance_resume_2026-07-10.md", "vercel_strategic_finance_manager_epd/2026-06-12/darsh_shah_vercel_strategic_finance_manager_resume_2026-06-12.md" ], "variants": [ { "text": "Run quarterly close and actuals-vs-forecast reviews for Unreal Engine, turning compute, licensing, and royalty variances into budget reallocations and course-corrections for finance and engineering leadership", "cluster_id": "epic-run-quarterly-close-actuals-vs-forecast", "word_count": 25, "opening_verb": "Run", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "finance", "technical" ], "metrics": [], "keywords": [ "Run", "quarterly", "close", "actuals-vs-forecast", "reviews", "Unreal", "Engine", "turning" ], "source_resume": "april_strategic_finance_manager/2026-06-22/darsh_shah_april_strategic_finance_manager_resume_2026-06-22.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Strategic Finance | Pricing, Planning & Unit Economics, AI Creator Tools", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (consumption-priced AI creator tooling) | Remote", "**Strategic Finance | Pricing, Planning & Unit Economics, AI Creator Tools**" ] }, { "text": "Run quarterly close and actuals-vs-forecast reviews for Unreal Engine, turning compute, licensing, and royalty variances into budget reallocations and course corrections for finance and engineering leadership", "cluster_id": "epic-run-quarterly-close-actuals-vs-forecast", "word_count": 26, "opening_verb": "Run", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "finance", "technical" ], "metrics": [], "keywords": [ "Run", "quarterly", "close", "actuals-vs-forecast", "reviews", "Unreal", "Engine", "turning" ], "source_resume": "comfy_lead_strategic_finance/2026-07-10/darsh_shah_comfy_lead_strategic_finance_resume_2026-07-10.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Finance & Strategy | AI Unit Economics, Compute & FP&A", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (Game Dev Tools) | Hybrid", "**Finance & Strategy | AI Unit Economics, Compute & FP&A**" ] }, { "text": "Run quarterly close and actuals-vs-forecast reviews for Unreal Engine, turning compute, licensing, and royalty variances into budget reallocations and course-corrections for engineering and finance leadership", "cluster_id": "epic-run-quarterly-close-actuals-vs-forecast", "word_count": 25, "opening_verb": "Run", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "finance", "technical" ], "metrics": [], "keywords": [ "Run", "quarterly", "close", "actuals-vs-forecast", "reviews", "Unreal", "Engine", "turning" ], "source_resume": "vercel_strategic_finance_manager_epd/2026-06-12/darsh_shah_vercel_strategic_finance_manager_resume_2026-06-12.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Finance & Strategy | Infrastructure Economics & AI Creator Tools", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (consumption-priced AI creator tooling) | Remote", "**Finance & Strategy | Infrastructure Economics & AI Creator Tools**" ] } ] }, { "cluster_id": "epic-sales-capacity-scenario-model-month", "canonical_text": "Built the sales-capacity and scenario model for a 6-month expansion from 50 to 200 reps against a $300M plan, setting headcount, channel-mix, and productivity-ramp assumptions under high ambiguity", "canonical_source": "april_strategic_finance_manager/2026-06-22/darsh_shah_april_strategic_finance_manager_resume_2026-06-22.md", "themes": [ "product" ], "metrics": [ "$300M", "200", "300", "300M", "50", "6" ], "bullet_shapes": { "general_achievement": 2 }, "critique_flags": {}, "variant_count": 2, "source_resumes": [ "april_strategic_finance_manager/2026-06-22/darsh_shah_april_strategic_finance_manager_resume_2026-06-22.md", "comfy_lead_strategic_finance/2026-07-10/darsh_shah_comfy_lead_strategic_finance_resume_2026-07-10.md" ], "variants": [ { "text": "Built the sales-capacity and scenario model for a 6-month expansion from 50 to 200 reps against a $300M plan, setting headcount, channel-mix, and productivity-ramp assumptions under high ambiguity", "cluster_id": "epic-sales-capacity-scenario-model-month", "word_count": 28, "opening_verb": "Built", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "product" ], "metrics": [ "$300M", "300M", "6", "50", "200", "300" ], "keywords": [ "sales-capacity", "scenario", "model", "month", "expansion", "reps", "against", "plan" ], "source_resume": "april_strategic_finance_manager/2026-06-22/darsh_shah_april_strategic_finance_manager_resume_2026-06-22.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Strategic Finance, Manager", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed social platform, 180M MAU) | Bengaluru, India", "**Strategic Finance, Manager**" ] }, { "text": "Built the sales-capacity scenario model for a 6-month expansion from 50 to 200 reps against a $300M plan, setting headcount, channel mix, and productivity-ramp assumptions under high ambiguity", "cluster_id": "epic-sales-capacity-scenario-model-month", "word_count": 28, "opening_verb": "Built", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "product" ], "metrics": [ "$300M", "300M", "6", "50", "200", "300" ], "keywords": [ "sales-capacity", "scenario", "model", "month", "expansion", "reps", "against", "plan" ], "source_resume": "comfy_lead_strategic_finance/2026-07-10/darsh_shah_comfy_lead_strategic_finance_resume_2026-07-10.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Strategic Finance | Forecasting, Fundraising & Scenario Planning", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short video platform, 180 million MAU) | Bengaluru, India", "**Strategic Finance | Forecasting, Fundraising & Scenario Planning**" ] } ] }, { "cluster_id": "epic-set-bulk-inventory-discount", "canonical_text": "Set bulk inventory discount recommendations for a closed $50M+ annual advertising deal, balancing committed spend, ad-yield tradeoffs, and revenue predictability for Sales and Commercial leaders", "canonical_source": "anthropic_corporate_fpa/darsh_shah_anthropic_corporate_finance_strategy_resume.md", "themes": [ "finance" ], "metrics": [ "$50M", "50", "50M" ], "bullet_shapes": { "commercial_or_financial_outcome": 2 }, "critique_flags": {}, "variant_count": 2, "source_resumes": [ "anthropic_corporate_fpa/darsh_shah_anthropic_corporate_finance_strategy_resume.md", "anthropic_deal_desk_americas/darsh_shah_anthropic_finance_strategy_deal_desk_americas_resume.md" ], "variants": [ { "text": "Set bulk inventory discount recommendations for a closed $50M+ annual advertising deal, balancing committed spend, ad-yield tradeoffs, and revenue predictability for Sales and Commercial leaders", "cluster_id": "epic-set-bulk-inventory-discount", "word_count": 25, "opening_verb": "Set", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "finance" ], "metrics": [ "$50M", "50M", "50" ], "keywords": [ "Set", "bulk", "inventory", "discount", "recommendations", "closed", "annual", "advertising" ], "source_resume": "anthropic_corporate_fpa/darsh_shah_anthropic_corporate_finance_strategy_resume.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Manager, Strategic Finance", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed platform, 180M MAU) | Bengaluru, India", "**Manager, Strategic Finance**" ] }, { "text": "Set bulk inventory discount recommendations for a closed $50M+ annual advertising deal, using committed spend and ad-yield tradeoffs to help Sales and Commercial leaders finalize pricing and commercial terms", "cluster_id": "epic-set-bulk-inventory-discount", "word_count": 29, "opening_verb": "Set", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [], "metrics": [ "$50M", "50M", "50" ], "keywords": [ "Set", "bulk", "inventory", "discount", "recommendations", "closed", "annual", "advertising" ], "source_resume": "anthropic_deal_desk_americas/darsh_shah_anthropic_finance_strategy_deal_desk_americas_resume.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Manager, Strategic Finance", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed platform, 180M MAU) | Bengaluru, India", "**Manager, Strategic Finance**" ] } ] }, { "cluster_id": "epic-set-bulk-inventory-discount-recommendations", "canonical_text": "Set bulk-inventory discount recommendations for a closed $50M+ annual ad deal, balancing committed spend, yield tradeoffs, and revenue predictability for Sales and Commercial leaders", "canonical_source": "anthropic_product_finance_strategy_monetization/2026-07-07/darsh_shah_anthropic_product_finance_strategy_monetization_resume_2026-07-07.md", "themes": [ "finance" ], "metrics": [ "$50M", "50", "50M" ], "bullet_shapes": { "commercial_or_financial_outcome": 3 }, "critique_flags": {}, "variant_count": 3, "source_resumes": [ "anthropic_product_finance_strategy_monetization/2026-07-07/darsh_shah_anthropic_product_finance_strategy_monetization_resume_2026-07-07.md", "april_strategic_finance_manager/2026-06-22/darsh_shah_april_strategic_finance_manager_resume_2026-06-22.md", "vercel_strategic_finance_manager_epd/2026-06-12/darsh_shah_vercel_strategic_finance_manager_resume_2026-06-12.md" ], "variants": [ { "text": "Set bulk-inventory discount recommendations for a closed $50M+ annual ad deal, balancing committed spend, yield tradeoffs, and revenue predictability for Sales and Commercial leaders", "cluster_id": "epic-set-bulk-inventory-discount-recommendations", "word_count": 24, "opening_verb": "Set", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "finance" ], "metrics": [ "$50M", "50M", "50" ], "keywords": [ "Set", "bulk-inventory", "discount", "recommendations", "closed", "annual", "deal", "balancing" ], "source_resume": "anthropic_product_finance_strategy_monetization/2026-07-07/darsh_shah_anthropic_product_finance_strategy_monetization_resume_2026-07-07.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Strategic Finance | Creator Monetization & Revenue Planning", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short video platform, 180 million MAU) | Bengaluru, India", "**Strategic Finance | Creator Monetization & Revenue Planning**" ] }, { "text": "Set bulk-inventory discount recommendations for a closed $50M+ annual ad deal, balancing committed spend, yield trade-offs, and revenue predictability for Sales and Commercial leaders", "cluster_id": "epic-set-bulk-inventory-discount-recommendations", "word_count": 24, "opening_verb": "Set", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "finance" ], "metrics": [ "$50M", "50M", "50" ], "keywords": [ "Set", "bulk-inventory", "discount", "recommendations", "closed", "annual", "deal", "balancing" ], "source_resume": "april_strategic_finance_manager/2026-06-22/darsh_shah_april_strategic_finance_manager_resume_2026-06-22.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Strategic Finance, Manager", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed social platform, 180M MAU) | Bengaluru, India", "**Strategic Finance, Manager**" ] }, { "text": "Set bulk-inventory discount recommendations for a $50M+ annual ad deal, balancing committed spend, yield trade-offs, and revenue predictability for Sales and Commercial leaders", "cluster_id": "epic-set-bulk-inventory-discount-recommendations", "word_count": 23, "opening_verb": "Set", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "finance" ], "metrics": [ "$50M", "50M", "50" ], "keywords": [ "Set", "bulk-inventory", "discount", "recommendations", "annual", "deal", "balancing", "committed" ], "source_resume": "vercel_strategic_finance_manager_epd/2026-06-12/darsh_shah_vercel_strategic_finance_manager_resume_2026-06-12.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Strategic Finance, Manager", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed social platform, 180M MAU) | Bengaluru, India", "**Strategic Finance, Manager**" ] } ] }, { "cluster_id": "epic-stood-cross-functional-launch-reviews", "canonical_text": "Stood up cross-functional launch reviews for Epic's agentic Game Dev Tools, aligning Product, Engineering, and GTM on readiness gates, usage thresholds, and pricing tradeoffs before go-live", "canonical_source": "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "themes": [ "growth", "leadership", "product", "technical" ], "metrics": [], "bullet_shapes": { "commercial_or_financial_outcome": 3 }, "critique_flags": {}, "variant_count": 3, "source_resumes": [ 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"Engineering", "GTM" ], "source_resume": "eventual_founding_ops/2026-07-21/darsh_shah_eventual_founding_ops_resume_2026-07-21.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Strategy & Operations | Finance, Launches & AI Workflows", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (Game Dev Tools) | Hybrid", "**Strategy & Operations | Finance, Launches & AI Workflows**" ] }, { "text": "Stood up cross-functional launch reviews for Epic's agentic Game Dev Tools, aligning Product, Engineering, and GTM on readiness gates, usage thresholds, and pricing tradeoffs before go-live", "cluster_id": "epic-stood-cross-functional-launch-reviews", "word_count": 26, "opening_verb": "Stood", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "product", "technical", "growth" ], "metrics": [], "keywords": [ "Stood", "cross-functional", "launch", "reviews", "Epic", "agentic", "Game", "Dev" ], "source_resume": "tabs_strategy_operations_lead/2026-07-09/darsh_shah_tabs_strategy_operations_lead_resume_2026-07-09.md", "section": "Professional Experience", "company": "EPIC GAMES", "role": "Strategy & Operations | AI Product Launches", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### Oct 2024 - Present | EPIC GAMES (Game Dev Tools) | Hybrid", "**Strategy & Operations | AI Product Launches**" ] } ] }, { "cluster_id": "pass-acceptance-enhanced-research-talent", "canonical_text": "Enhanced ML Research talent acquisition by analyzing interview-to-offer acceptance data from ATS, optimizing employer branding strategy, and revising compensation packages, improving offer acceptance rates by 30%", "canonical_source": "quillbot_darsh_shah.md", "themes": [ "analytics", "growth", "technical" ], "metrics": [ "30", "30%" ], "bullet_shapes": { "strategy_or_decision_support": 1 }, "critique_flags": {}, "variant_count": 1, 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"pass-battle-cards-addressing-key", "canonical_text": "Created 10+ battle cards addressing key customer objections around privacy and measurement, collaborating with Marketing and Product teams, increasing sales confidence by 40% in data-sensitive deals", "canonical_source": "snowflake_darsh_shah.md", "themes": [ "analytics", "leadership", "product" ], "metrics": [ "10", "40", "40%" ], "bullet_shapes": { "commercial_or_financial_outcome": 1 }, "critique_flags": {}, "variant_count": 1, "source_resumes": [ "snowflake_darsh_shah.md" ], "variants": [ { "text": "Created 10+ battle cards addressing key customer objections around privacy and measurement, collaborating with Marketing and Product teams, increasing sales confidence by 40% in data-sensitive deals", "cluster_id": "pass-battle-cards-addressing-key", "word_count": 26, "opening_verb": "Created", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "product", "analytics" ], "metrics": [ "40%", "10", "40" ], "keywords": [ "battle", "cards", "addressing", "key", "customer", "objections", "around", "privacy" ], "source_resume": "snowflake_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2021-2022 SHARECHAT (Google-backed hypergrowth short-video platform with 180M MAU) Bengaluru, India", "Product Marketing Manager" ] } ] }, { "cluster_id": "pass-collaborated-product-team-design", "canonical_text": "Collaborated with product team to design and implement alpha/beta tests on B2B self-serve advertising platform; refined user journey, reducing funnel drop-offs by 35% and increasing monthly sign-ups by 120,000+", "canonical_source": "snowflake_darsh_shah.md", "themes": [ "analytics", "growth", "leadership", "product", "technical" ], "metrics": [ "120,000", "35", "35%" ], "bullet_shapes": { "general_achievement": 1 }, "critique_flags": { "weak_opening_verb": 1 }, "variant_count": 1, "source_resumes": [ "snowflake_darsh_shah.md" ], "variants": [ { "text": "Collaborated with product team to design and implement alpha/beta tests on B2B self-serve advertising platform; refined user journey, reducing funnel drop-offs by 35% and increasing monthly sign-ups by 120,000+", "cluster_id": "pass-collaborated-product-team-design", "word_count": 29, "opening_verb": "Collaborated", "bullet_shape": "general_achievement", "critique": { "flags": [ "weak_opening_verb" ], "hints": [ "Replace the opening verb with stronger ownership language if truthful." ] }, "themes": [ "leadership", "product", "analytics", "technical", "growth" ], "metrics": [ "35%", "35", "120,000" ], "keywords": [ "Collaborated", "product", "team", "design", "implement", "alpha/beta", "tests", "B2B" ], "source_resume": "snowflake_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2021-2022 SHARECHAT (Google-backed hypergrowth short-video platform with 180M MAU) Bengaluru, India", "Product Marketing Manager" ] } ] }, { "cluster_id": "pass-collaborated-sales-commercial-teams", "canonical_text": "Collaborated with Sales and Commercial teams, providing pricing and performance insights to model and negotiate bulk inventory sales to media-buying agencies; closed annual pre-sales deals worth $50M", "canonical_source": "rippling_darsh_shah.md", "themes": [ "analytics", "leadership" ], "metrics": [ "$50M", "50", "50M" ], "bullet_shapes": { "commercial_or_financial_outcome": 1 }, "critique_flags": { "weak_opening_verb": 1 }, "variant_count": 1, "source_resumes": [ "rippling_darsh_shah.md" ], "variants": [ { "text": "Collaborated with Sales and Commercial teams, providing pricing and performance insights to model and negotiate bulk inventory sales to media-buying agencies; closed annual pre-sales deals worth $50M", "cluster_id": "pass-collaborated-sales-commercial-teams", "word_count": 27, "opening_verb": "Collaborated", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [ "weak_opening_verb" ], "hints": [ "Replace the opening verb with stronger ownership language if truthful." ] }, "themes": [ "leadership", "analytics" ], "metrics": [ "$50M", "50M", "50" ], "keywords": [ "Collaborated", "Sales", "Commercial", "teams", "providing", "pricing", "performance", "insights" ], "source_resume": "rippling_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "Product Manager (Through Role Expansion)", "Strategic Finance (Ads Product)" ] } ] }, { "cluster_id": "pass-conceptualized-sharechat-india-focused-advertiser", "canonical_text": "Conceptualized and launched ShareChat's India-focused advertiser conference with multi-channel campaign, including in-booth activation and social media; generated $8M+ pipeline and secured two partnerships", "canonical_source": "snowflake_darsh_shah.md", "themes": [ "product" ], "metrics": [ "$8M", "8", "8M" ], "bullet_shapes": { "system_or_workflow": 1 }, "critique_flags": {}, "variant_count": 1, "source_resumes": [ "snowflake_darsh_shah.md" ], "variants": [ { "text": "Conceptualized and launched ShareChat's India-focused advertiser conference with multi-channel campaign, including in-booth activation and social media; generated $8M+ pipeline and secured two partnerships", "cluster_id": "pass-conceptualized-sharechat-india-focused-advertiser", "word_count": 23, "opening_verb": "Conceptualized", "bullet_shape": "system_or_workflow", "critique": { "flags": [], "hints": [] }, "themes": [ "product" ], "metrics": [ "$8M", "8M", "8" ], "keywords": [ "Conceptualized", "ShareChat", "India-focused", "advertiser", "conference", "multi-channel", "campaign", "including" ], "source_resume": "snowflake_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2021-2022 SHARECHAT (Google-backed hypergrowth short-video platform with 180M MAU) Bengaluru, India", "Product Marketing Manager" ] } ] }, { "cluster_id": "pass-content-long-format-journalism-platform", "canonical_text": "Launched long-format journalism platform (fiftytwo.in), secured $3M allocation to build initial team and content pipeline, devised product strategy to leverage long-form content to develop high-value documentaries", "canonical_source": "snowflake_darsh_shah.md", "themes": [ "leadership", "product", "technical" ], "metrics": [ "$3M", "3", "3M" ], "bullet_shapes": { "system_or_workflow": 1 }, "critique_flags": {}, "variant_count": 1, "source_resumes": [ "snowflake_darsh_shah.md" ], "variants": [ { "text": "Launched long-format journalism platform (fiftytwo.in), secured $3M allocation to build initial team and content pipeline, devised product strategy to leverage long-form content to develop high-value documentaries", "cluster_id": "pass-content-long-format-journalism-platform", "word_count": 26, "opening_verb": "Launched", "bullet_shape": "system_or_workflow", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "product", "technical" ], "metrics": [ "$3M", "3M", "3" ], "keywords": [ "content", "long-format", "journalism", "platform", "fiftytwo.in", "secured", "allocation", "build" ], "source_resume": "snowflake_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2017-2021 RAINSHINE ENTERTAINMENT (Global internet media player with interests in content and gaming) Mumbai, India", "Manager, Corporate Development, May 2019 \u2013 September 2021" ] } ] }, { "cluster_id": "pass-customer-subscription-pricing-update", "canonical_text": "Led a subscription pricing update initiative across three plans, generating $360K in incremental revenue with minimal churn, designing customer communications in collaboration with marketing and customer success", "canonical_source": "rippling_darsh_shah.md", "themes": [ "finance", "leadership" ], "metrics": [ "$360K", "360", "360K" ], "bullet_shapes": { "commercial_or_financial_outcome": 1 }, "critique_flags": {}, "variant_count": 1, "source_resumes": [ "rippling_darsh_shah.md" ], "variants": [ { "text": "Led a subscription pricing update initiative across three plans, generating $360K in incremental revenue with minimal churn, designing customer communications in collaboration with marketing and customer success", "cluster_id": "pass-customer-subscription-pricing-update", "word_count": 27, "opening_verb": "Led", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "finance" ], "metrics": [ "$360K", "360K", "360" ], "keywords": [ "customer", "subscription", "pricing", "update", "initiative", "three", "plans", "generating" ], "source_resume": "rippling_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2023 PASS+ (B2B Vertical SaaS \u2013 Post-PMF Marketing Automation Platform with 25K users) Los Angeles, CA", "Chief of Staff (MBA Summer Intern)" ] } ] }, { "cluster_id": "pass-designed-offline-subscriber-onboarding", "canonical_text": "Designed an offline subscriber onboarding model for a Nepali-language streaming platform to overcome limited online payment penetration, supporting a $3M investment", "canonical_source": "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "themes": [ "finance", "operations", "technical" ], "metrics": [ "$3M", "3", "3M" ], "bullet_shapes": { "strategy_or_decision_support": 1 }, "critique_flags": {}, "variant_count": 1, "source_resumes": [ "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md" ], "variants": [ { "text": "Designed an offline subscriber onboarding model for a Nepali-language streaming platform to overcome limited online payment penetration, supporting a $3M investment", "cluster_id": "pass-designed-offline-subscriber-onboarding", "word_count": 21, "opening_verb": "Designed", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [], "hints": [] }, "themes": [ "finance", "technical", "operations" ], "metrics": [ "$3M", "3M", "3" ], "keywords": [ "Designed", "offline", "subscriber", "onboarding", "model", "Nepali-language", "streaming", "platform" ], "source_resume": "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "section": "Professional Experience", "company": "RAINSHINE ENTERTAINMENT", "role": "Corporate Development & Finance, Manager", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2017 - 2021 | RAINSHINE ENTERTAINMENT (Media/Gaming Investment Platform) | Mumbai, India", "**Corporate Development & Finance, Manager**" ] } ] }, { "cluster_id": "pass-devised-implemented-comprehensive-onboarding", "canonical_text": "Devised and implemented comprehensive onboarding content strategy for self-serve ad product, creating reviews and case studies; enhanced customer experience resulting in 35% increase in CSAT scores", "canonical_source": "snowflake_darsh_shah.md", "themes": [ "product" ], "metrics": [ "35", "35%" ], "bullet_shapes": { "strategy_or_decision_support": 1 }, "critique_flags": { "try_hard_language": 1 }, "variant_count": 1, "source_resumes": [ "snowflake_darsh_shah.md" ], "variants": [ { "text": "Devised and implemented comprehensive onboarding content strategy for self-serve ad product, creating reviews and case studies; enhanced customer experience resulting in 35% increase in CSAT scores", "cluster_id": "pass-devised-implemented-comprehensive-onboarding", "word_count": 26, "opening_verb": "Devised", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [ "try_hard_language" ], "hints": [ "Often filler; replace with the concrete scope." ] }, "themes": [ "product" ], "metrics": [ "35%", "35" ], "keywords": [ "Devised", "implemented", "comprehensive", "onboarding", "content", "strategy", "self-serve", "product" ], "source_resume": "snowflake_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2021-2022 SHARECHAT (Google-backed hypergrowth short-video platform with 180M MAU) Bengaluru, India", "Product Marketing Manager" ] } ] }, { "cluster_id": "pass-directed-subscription-pricing-update", "canonical_text": "Directed subscription pricing update initiative across three plans, building messaging strategy in collaboration with marketing and customer success, generating $360K in incremental revenue with minimal churn", "canonical_source": "snowflake_darsh_shah.md", "themes": [ "finance" ], "metrics": [ "$360K", "360", "360K" ], "bullet_shapes": { "commercial_or_financial_outcome": 1 }, "critique_flags": {}, "variant_count": 1, "source_resumes": [ "snowflake_darsh_shah.md" ], "variants": [ { "text": "Directed subscription pricing update initiative across three plans, building messaging strategy in collaboration with marketing and customer success, generating $360K in incremental revenue with minimal churn", "cluster_id": "pass-directed-subscription-pricing-update", "word_count": 26, "opening_verb": "Directed", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "finance" ], "metrics": [ "$360K", "360K", "360" ], "keywords": [ "Directed", "subscription", "pricing", "update", "initiative", "three", "plans", "building" ], "source_resume": "snowflake_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2023-Present PASS+ (B2B Vertical SaaS \u2013 Post-PMF Marketing Automation Platform with 25K users) Los Angeles, CA", "Product Marketing Manager" ] } ] }, { "cluster_id": "pass-engineered-financial-model-building", "canonical_text": "Engineered financial model, building profitable scale-up plan and securing a $10M quarterly performance marketing budget allocation by establishing robust LTV/CAC success metrics", "canonical_source": "rippling_darsh_shah.md", "themes": [ "analytics" ], "metrics": [ "$10M", "10", "10M" ], "bullet_shapes": { "general_achievement": 1 }, "critique_flags": {}, "variant_count": 1, "source_resumes": [ "rippling_darsh_shah.md" ], "variants": [ { "text": "Engineered financial model, building profitable scale-up plan and securing a $10M quarterly performance marketing budget allocation by establishing robust LTV/CAC success metrics", "cluster_id": "pass-engineered-financial-model-building", "word_count": 22, "opening_verb": "Engineered", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "analytics" ], "metrics": [ "$10M", "10M", "10" ], "keywords": [ "Engineered", "financial", "model", "building", "profitable", "scale-up", "plan", "securing" ], "source_resume": "rippling_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "Product Manager (Through Role Expansion)", "Strategic Finance (Ads Product)" ] } ] }, { "cluster_id": "pass-engineered-positioning-strategy-against", "canonical_text": "Engineered positioning strategy against Google and Meta, leveraging platform\u2019s unique tier-II/III reach; collaborated with Marketing to execute targeted campaigns, boosting win rates 48% over 6 months", "canonical_source": "snowflake_darsh_shah.md", "themes": [ "technical" ], "metrics": [ "48", "48%", "6" ], "bullet_shapes": { "strategy_or_decision_support": 1 }, "critique_flags": {}, "variant_count": 1, "source_resumes": [ "snowflake_darsh_shah.md" ], "variants": [ { "text": "Engineered positioning strategy against Google and Meta, leveraging platform\u2019s unique tier-II/III reach; collaborated with Marketing to execute targeted campaigns, boosting win rates 48% over 6 months", "cluster_id": "pass-engineered-positioning-strategy-against", "word_count": 26, "opening_verb": "Engineered", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [], "hints": [] }, "themes": [ "technical" ], "metrics": [ "48%", "48", "6" ], "keywords": [ "Engineered", "positioning", "strategy", "against", "Google", "Meta", "leveraging", "platform" ], "source_resume": "snowflake_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2021-2022 SHARECHAT (Google-backed hypergrowth short-video platform with 180M MAU) Bengaluru, India", "Product Marketing Manager" ] } ] }, { "cluster_id": "pass-facilitated-tailored-products-conducting", "canonical_text": "Facilitated 5 tailored ad products by conducting 50+ customer interviews to gather requirements, helping drive enhancements and product direction, accelerating launches by 30% and driving 35% revenue growth", "canonical_source": "snowflake_darsh_shah.md", "themes": [ "finance", "growth", "product" ], "metrics": [ "30", "30%", "35", "35%", "5", "50" ], "bullet_shapes": { "commercial_or_financial_outcome": 1 }, "critique_flags": {}, "variant_count": 1, "source_resumes": [ "snowflake_darsh_shah.md" ], "variants": [ { "text": "Facilitated 5 tailored ad products by conducting 50+ customer interviews to gather requirements, helping drive enhancements and product direction, accelerating launches by 30% and driving 35% revenue growth", "cluster_id": "pass-facilitated-tailored-products-conducting", "word_count": 28, "opening_verb": "Facilitated", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance", "growth" ], "metrics": [ "30%", "35%", "5", "50", "30", "35" ], "keywords": [ "Facilitated", "tailored", "products", "conducting", "customer", "interviews", "gather", "requirements" ], "source_resume": "snowflake_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2021-2022 SHARECHAT (Google-backed hypergrowth short-video platform with 180M MAU) Bengaluru, India", "Product Marketing Manager" ] } ] }, { "cluster_id": "pass-financial-business-decisions-annual", "canonical_text": "Led annual and quarterly financial forecasting for New Initiatives, translating business insights and key assumptions into financial business cases, facilitating strategic decisions for $50M investment decisions", "canonical_source": "quillbot_darsh_shah.md", "themes": [ "analytics", "finance", "leadership", "operations" ], "metrics": [ "$50M", "50", "50M" ], "bullet_shapes": { "leadership_or_rollout": 1 }, "critique_flags": { "try_hard_language": 1 }, "variant_count": 1, "source_resumes": [ "quillbot_darsh_shah.md" ], "variants": [ { "text": "Led annual and quarterly financial forecasting for New Initiatives, translating business insights and key assumptions into financial business cases, facilitating strategic decisions for $50M investment decisions", "cluster_id": "pass-financial-business-decisions-annual", "word_count": 26, "opening_verb": "Led", "bullet_shape": "leadership_or_rollout", "critique": { "flags": [ "try_hard_language" ], "hints": [ "Often overused; make the strategy/decision specific." ] }, "themes": [ "leadership", "finance", "analytics", "operations" ], "metrics": [ "$50M", "50M", "50" ], "keywords": [ "financial", "business", "decisions", "annual", "quarterly", "forecasting", "New", "Initiatives" ], "source_resume": "quillbot_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "Special Projects", "Strategic Finance" ] } ] }, { "cluster_id": "pass-implemented-customer-acquisition-experiments", "canonical_text": "Implemented customer acquisition experiments testing hypotheses across messaging, personas, and channels as introductory plan scaled to >1000+ customers and $600K in ARR in 6 months", "canonical_source": "snowflake_darsh_shah.md", "themes": [ "analytics", "finance", "growth", "leadership" ], "metrics": [ "$600K", "1000", "6", "600", "600K" ], "bullet_shapes": { "leadership_or_rollout": 1 }, "critique_flags": {}, "variant_count": 1, "source_resumes": [ "snowflake_darsh_shah.md" ], "variants": [ { "text": "Implemented customer acquisition experiments testing hypotheses across messaging, personas, and channels as introductory plan scaled to >1000+ customers and $600K in ARR in 6 months", "cluster_id": "pass-implemented-customer-acquisition-experiments", "word_count": 25, "opening_verb": "Implemented", "bullet_shape": "leadership_or_rollout", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "finance", "analytics", "growth" ], "metrics": [ "$600K", "600K", "1000", "600", "6" ], "keywords": [ "Implemented", "customer", "acquisition", "experiments", "testing", "hypotheses", "messaging", "personas" ], "source_resume": "snowflake_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2023-Present PASS+ (B2B Vertical SaaS \u2013 Post-PMF Marketing Automation Platform with 25K users) Los Angeles, CA", "Product Marketing Manager" ] } ] }, { "cluster_id": "pass-investment-nepali-language-streaming-platform", "canonical_text": "Led $3M investment in Nepali-language streaming platform, conducted opportunity sizing, created offline subscriber onboarding model to overcome limited regional online payment penetration", "canonical_source": "snowflake_darsh_shah.md", "themes": [ "finance", "leadership", "technical" ], "metrics": [ "$3M", "3", "3M" ], "bullet_shapes": { "strategy_or_decision_support": 1 }, "critique_flags": {}, "variant_count": 1, "source_resumes": [ "snowflake_darsh_shah.md" ], "variants": [ { "text": "Led $3M investment in Nepali-language streaming platform, conducted opportunity sizing, created offline subscriber onboarding model to overcome limited regional online payment penetration", "cluster_id": "pass-investment-nepali-language-streaming-platform", "word_count": 22, "opening_verb": "Led", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "finance", "technical" ], "metrics": [ "$3M", "3M", "3" ], "keywords": [ "investment", "Nepali-language", "streaming", "platform", "conducted", "opportunity", "sizing", "offline" ], "source_resume": "snowflake_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2017-2021 RAINSHINE ENTERTAINMENT (Global internet media player with interests in content and gaming) Mumbai, India", "Manager, Corporate Development, May 2019 \u2013 September 2021" ] } ] }, { "cluster_id": "pass-launch-spearheaded-gtm-strategy", "canonical_text": "Spearheaded GTM launch strategy for display ads, developing plan with Sales and Marketing identifying target markets and vertical-based recommendations; enabled $60M ARR within 6 months of launch", "canonical_source": "snowflake_darsh_shah.md", "themes": [ "finance", "growth", "leadership", "product" ], "metrics": [ "$60M", "6", "60", "60M" ], "bullet_shapes": { "strategy_or_decision_support": 1 }, "critique_flags": { "try_hard_language": 1 }, "variant_count": 1, "source_resumes": [ "snowflake_darsh_shah.md" ], "variants": [ { "text": "Spearheaded GTM launch strategy for display ads, developing plan with Sales and Marketing identifying target markets and vertical-based recommendations; enabled $60M ARR within 6 months of launch", "cluster_id": "pass-launch-spearheaded-gtm-strategy", "word_count": 27, "opening_verb": "Spearheaded", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [ "try_hard_language" ], "hints": [ "Often try-hard; use only when leadership is the point." ] }, "themes": [ "leadership", "product", "finance", "growth" ], "metrics": [ "$60M", "60M", "60", "6" ], "keywords": [ "launch", "Spearheaded", "GTM", "strategy", "display", "ads", "developing", "plan" ], "source_resume": "snowflake_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2021-2022 SHARECHAT (Google-backed hypergrowth short-video platform with 180M MAU) Bengaluru, India", "Product Marketing Manager" ] } ] }, { "cluster_id": "pass-optimized-product-marketing-renewed", "canonical_text": "Optimized product marketing through a renewed geographic-targeting strategy, achieving 50% profit growth through lower CPIs and higher ad revenue", "canonical_source": "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "themes": [ "finance", "growth", "product" ], "metrics": [ "50", "50%" ], "bullet_shapes": { "commercial_or_financial_outcome": 1 }, "critique_flags": {}, "variant_count": 1, "source_resumes": [ "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md" ], "variants": [ { "text": "Optimized product marketing through a renewed geographic-targeting strategy, achieving 50% profit growth through lower CPIs and higher ad revenue", "cluster_id": "pass-optimized-product-marketing-renewed", "word_count": 19, "opening_verb": "Optimized", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance", "growth" ], "metrics": [ "50%", "50" ], "keywords": [ "Optimized", "product", "marketing", "renewed", "geographic-targeting", "strategy", "achieving", "profit" ], "source_resume": "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "section": "Professional Experience", "company": "RAINSHINE ENTERTAINMENT", "role": "Corporate Development & Finance, Manager", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2017 - 2021 | RAINSHINE ENTERTAINMENT (Media/Gaming Investment Platform) | Mumbai, India", "**Corporate Development & Finance, Manager**" ] } ] }, { "cluster_id": "pass-performed-quantitative-qualitative-user", "canonical_text": "Performed quantitative and qualitative user research to launch introductory reverse-free trial plan, increasing landing page traffic by 75% and annual subscription revenue by $300K", "canonical_source": "quillbot_darsh_shah.md", "themes": [ "finance", "product" ], "metrics": [ "$300K", "300", "300K", "75", "75%" ], "bullet_shapes": { "commercial_or_financial_outcome": 1, "general_achievement": 1 }, "critique_flags": {}, "variant_count": 2, "source_resumes": [ "quillbot_darsh_shah.md", "snowflake_darsh_shah.md" ], "variants": [ { "text": "Performed quantitative and qualitative user research to launch introductory reverse-free trial plan, increasing landing page traffic by 75% and annual subscription revenue by $300K", "cluster_id": "pass-performed-quantitative-qualitative-user", "word_count": 24, "opening_verb": "Performed", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance" ], "metrics": [ "$300K", "75%", "300K", "75", "300" ], "keywords": [ "Performed", "quantitative", "qualitative", "user", "research", 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experience before conversion and using customer success outreach to lift paid conversion by ~25% and generate $390K in annualized gross profit", "cluster_id": "pass-reverse-free-trial", "word_count": 34, "opening_verb": "Redesigned", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "growth" ], "metrics": [ "$390K", "25%", "390K", "25", "390" ], "keywords": [ "paid", "conversion", "Redesigned", "PASS+", "free-trial", "model", "reverse", "free" ], "source_resume": "anthropic_deal_desk_americas/darsh_shah_anthropic_finance_strategy_deal_desk_americas_resume.md", "section": "Professional Experience", "company": "PASS+", "role": "Chief of Staff to CEO (MBA Summer Intern)", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2023 | PASS+ (B2B SaaS, 25K users) | Los Angeles, CA", "**Chief of Staff to CEO (MBA Summer Intern)**" ] }, { "text": "Redesigned PASS+'s free-trial model into a reverse free trial after identifying conversion drop-off and churn risk, lifting paid conversion by ~25% and generating $390K in annualized gross margin growth", "cluster_id": "pass-reverse-free-trial", "word_count": 29, "opening_verb": "Redesigned", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "growth" ], "metrics": [ "$390K", "25%", "390K", "25", "390" ], "keywords": [ "conversion", "Redesigned", "PASS+", "free-trial", "model", "reverse", "free", "trial" ], "source_resume": "anthropic_product_finance_strategy_monetization/2026-07-07/darsh_shah_anthropic_product_finance_strategy_monetization_resume_2026-07-07.md", "section": "Professional Experience", "company": "PASS+", "role": "Chief of Staff", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2023 | PASS+ (Vertical SaaS platform, 25K users) | Los Angeles, CA", "**Chief of Staff**" ] }, { "text": "Redesigned the free trial into a reverse free trial using churn-risk analysis and 20 user interviews, lifting paid conversion ~25% and adding $390K in annualized gross profit", "cluster_id": "pass-reverse-free-trial", "word_count": 27, "opening_verb": "Redesigned", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "analytics", "growth" ], "metrics": [ "$390K", "25%", "390K", "20", "25", "390" ], "keywords": [ "free", "trial", "Redesigned", "reverse", "churn-risk", "analysis", "user", "interviews" ], "source_resume": "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "section": "Professional Experience", "company": "PASS+", "role": "Chief of Staff | Product Marketing & Growth (MBA Intern)", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2023 | PASS+ (Vertical SaaS platform, 25K users) | Los Angeles, CA", "**Chief of Staff | Product Marketing & Growth (MBA Intern)**" ] } ] }, { "cluster_id": "pass-reverse-free-trial-plan-driving", "canonical_text": "Launched reverse-free trial plan driving $390K in gross margin growth by synthesizing insights from 20 user interviews to inform feature bundle and develop GTM strategy", "canonical_source": "rippling_darsh_shah.md", "themes": [ "analytics", "growth", "product" ], "metrics": [ "$390K", "20", "390", "390K" ], "bullet_shapes": { "commercial_or_financial_outcome": 1 }, "critique_flags": {}, "variant_count": 1, "source_resumes": [ "rippling_darsh_shah.md" ], "variants": [ { "text": "Launched reverse-free trial plan driving $390K in gross margin growth by synthesizing insights from 20 user interviews to inform feature bundle and develop GTM strategy", "cluster_id": "pass-reverse-free-trial-plan-driving", "word_count": 25, "opening_verb": "Launched", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "analytics", "growth" ], "metrics": [ "$390K", "390K", "390", "20" ], "keywords": [ "reverse-free", "trial", "plan", "driving", "gross", "margin", "growth", "synthesizing" ], "source_resume": "rippling_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2023 PASS+ (B2B Vertical SaaS \u2013 Post-PMF Marketing Automation Platform with 25K users) Los Angeles, CA", "Chief of Staff (MBA Summer Intern)" ] } ] }, { "cluster_id": "pass-segment-persona-specific-sales-playbooks", "canonical_text": "Developed segment and persona-specific sales playbooks and marketing collateral, enhancing pitch effectiveness and driving a 15% quarter-over-quarter increase in conversion rates", "canonical_source": "snowflake_darsh_shah.md", "themes": [ "growth" ], "metrics": [ "15", "15%" ], "bullet_shapes": { "general_achievement": 1 }, "critique_flags": {}, "variant_count": 1, "source_resumes": [ "snowflake_darsh_shah.md" ], "variants": [ { "text": "Developed segment and persona-specific sales playbooks and marketing collateral, enhancing pitch effectiveness and driving a 15% quarter-over-quarter increase in conversion rates", "cluster_id": "pass-segment-persona-specific-sales-playbooks", "word_count": 21, "opening_verb": "Developed", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "growth" ], "metrics": [ "15%", "15" ], "keywords": [ "segment", "persona-specific", "sales", "playbooks", "marketing", "collateral", "enhancing", "pitch" ], "source_resume": "snowflake_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2023-Present PASS+ (B2B Vertical SaaS \u2013 Post-PMF Marketing Automation Platform with 25K users) Los Angeles, CA", "Product Marketing Manager" ] } ] }, { "cluster_id": "pass-shipped-spatialized-audio-stream", "canonical_text": "Shipped spatialized audio stream feature, achieving 10% lift in average user time to 11 minutes; collaborated with engineering to optimize cloud streaming cost and achieve feasible unit-economics", "canonical_source": "rippling_darsh_shah.md", "themes": [ "product", "technical" ], "metrics": [ "10", "10%", "11" ], "bullet_shapes": { "general_achievement": 1 }, "critique_flags": {}, "variant_count": 1, "source_resumes": [ "rippling_darsh_shah.md" ], "variants": [ { "text": "Shipped spatialized audio stream feature, achieving 10% lift in average user time to 11 minutes; collaborated with engineering to optimize cloud streaming cost and achieve feasible unit-economics", "cluster_id": "pass-shipped-spatialized-audio-stream", "word_count": 27, "opening_verb": "Shipped", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "technical" ], "metrics": [ "10%", "10", "11" ], "keywords": [ "Shipped", "spatialized", "audio", "stream", "feature", "achieving", "lift", "average" ], "source_resume": "rippling_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2021-2022 SHARECHAT (Google-backed hypergrowth short-video platform with 180M MAU) Bengaluru, India", "Product Manager (Through Role Expansion)" ] } ] }, { "cluster_id": "pass-stood-long-form-journalism-business", "canonical_text": "Stood up a long-form journalism business line from zero, securing $3M in funding, building the initial team and content pipeline, and setting product strategy", "canonical_source": "eventual_founding_ops/2026-07-21/darsh_shah_eventual_founding_ops_resume_2026-07-21.md", "themes": [ "leadership", "product" ], "metrics": [ "$3M", "3", "3M" ], "bullet_shapes": { "system_or_workflow": 2 }, "critique_flags": {}, "variant_count": 2, "source_resumes": [ "eventual_founding_ops/2026-07-21/darsh_shah_eventual_founding_ops_resume_2026-07-21.md", "tabs_strategy_operations_lead/2026-07-09/darsh_shah_tabs_strategy_operations_lead_resume_2026-07-09.md" ], "variants": [ { "text": "Stood up a long-form journalism business line from zero, securing $3M in funding, building the initial team and content pipeline, and setting product strategy", "cluster_id": "pass-stood-long-form-journalism-business", "word_count": 24, "opening_verb": "Stood", "bullet_shape": "system_or_workflow", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "product" ], "metrics": [ "$3M", "3M", "3" ], "keywords": [ "Stood", "long-form", "journalism", "business", "line", "zero", "securing", "funding" ], "source_resume": "eventual_founding_ops/2026-07-21/darsh_shah_eventual_founding_ops_resume_2026-07-21.md", "section": "Professional Experience", "company": "RAINSHINE ENTERTAINMENT", "role": "Corporate Development & Operations, Manager", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2017 - 2021 | RAINSHINE ENTERTAINMENT (Media/Gaming Investment Platform) | Mumbai, India", "**Corporate Development & Operations, Manager**" ] }, { "text": "Stood up long-form journalism business line from zero, securing $3M allocation, building initial team and content pipeline, and setting product strategy", "cluster_id": "pass-stood-long-form-journalism-business", "word_count": 21, "opening_verb": "Stood", "bullet_shape": "system_or_workflow", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "product" ], "metrics": [ "$3M", "3M", "3" ], "keywords": [ "Stood", "long-form", "journalism", "business", "line", "zero", "securing", "allocation" ], "source_resume": "tabs_strategy_operations_lead/2026-07-09/darsh_shah_tabs_strategy_operations_lead_resume_2026-07-09.md", "section": "Professional Experience", "company": "RAINSHINE ENTERTAINMENT", "role": "Corporate Development & Operations, Manager", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2017 - 2021 | RAINSHINE ENTERTAINMENT (media/gaming investment platform) | Mumbai, India", "**Corporate Development & Operations, Manager**" ] } ] }, { "cluster_id": "pass-unit-economics-models-ltv-churn", "canonical_text": "Built unit-economics models with LTV, churn, retention, and CAC inputs for a $1M gaming-as-a-service decision and a $3M content-platform launch, framing product investment tradeoffs for executives", "canonical_source": "anthropic_product_finance_strategy_monetization/2026-07-07/darsh_shah_anthropic_product_finance_strategy_monetization_resume_2026-07-07.md", "themes": [ "finance", "growth", "product", "technical" ], "metrics": [ "$1M", "$3M", "1", "1M", "3", "3M" ], "bullet_shapes": { "strategy_or_decision_support": 4 }, "critique_flags": {}, "variant_count": 4, "source_resumes": [ "anthropic_product_finance_strategy_monetization/2026-07-07/darsh_shah_anthropic_product_finance_strategy_monetization_resume_2026-07-07.md", "april_strategic_finance_manager/2026-06-22/darsh_shah_april_strategic_finance_manager_resume_2026-06-22.md", "comfy_lead_strategic_finance/2026-07-10/darsh_shah_comfy_lead_strategic_finance_resume_2026-07-10.md", "vercel_strategic_finance_manager_epd/2026-06-12/darsh_shah_vercel_strategic_finance_manager_resume_2026-06-12.md" ], "variants": [ { "text": "Built unit-economics models with LTV, churn, retention, and CAC inputs for a $1M gaming-as-a-service decision and a $3M content-platform launch, framing product investment tradeoffs for executives", "cluster_id": "pass-unit-economics-models-ltv-churn", "word_count": 26, "opening_verb": "Built", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance", "technical", "growth" ], "metrics": [ "$1M", "$3M", "1M", "3M", "1", "3" ], "keywords": [ "unit-economics", "models", "LTV", "churn", "retention", "CAC", "inputs", "gaming-as-a-service" ], "source_resume": "anthropic_product_finance_strategy_monetization/2026-07-07/darsh_shah_anthropic_product_finance_strategy_monetization_resume_2026-07-07.md", "section": "Professional Experience", "company": "RAINSHINE ENTERTAINMENT", "role": "Corporate Development & Finance, Manager", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2017 - 2021 | RAINSHINE ENTERTAINMENT (media/gaming investment platform) | Mumbai, India", "**Corporate Development & Finance, Manager**" ] }, { "text": "Built unit-economics models (LTV, churn, retention, CAC) and investment cases underpinning a $1M gaming-as-a-service decision and a $3M content-platform launch, framing capital-allocation trade-offs for executives", "cluster_id": "pass-unit-economics-models-ltv-churn", "word_count": 25, "opening_verb": "Built", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance", "technical", "growth" ], "metrics": [ "$1M", "$3M", "1M", "3M", "1", "3" ], "keywords": [ "unit-economics", "models", "LTV", "churn", "retention", "CAC", "investment", "cases" ], "source_resume": "april_strategic_finance_manager/2026-06-22/darsh_shah_april_strategic_finance_manager_resume_2026-06-22.md", "section": "Professional Experience", "company": "RAINSHINE ENTERTAINMENT", "role": "Corporate Development & Finance, Manager", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2017 - 2021 | RAINSHINE ENTERTAINMENT (media/gaming investment platform) | Mumbai, India", "**Corporate Development & Finance, Manager**" ] }, { "text": "Built unit-economics models with LTV, churn, retention, and CAC inputs for a $1M gaming-as-a-service decision and a $3M content-platform launch, framing product investment tradeoffs for executives", "cluster_id": "pass-unit-economics-models-ltv-churn", "word_count": 26, "opening_verb": "Built", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance", "technical", "growth" ], "metrics": [ "$1M", "$3M", "1M", "3M", "1", "3" ], "keywords": [ "unit-economics", "models", "LTV", "churn", "retention", "CAC", "inputs", "gaming-as-a-service" ], "source_resume": "comfy_lead_strategic_finance/2026-07-10/darsh_shah_comfy_lead_strategic_finance_resume_2026-07-10.md", "section": "Professional Experience", "company": "RAINSHINE ENTERTAINMENT", "role": "Corporate Development & Finance, Manager", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2017 - 2021 | RAINSHINE ENTERTAINMENT (media/gaming investment platform) | Mumbai, India", "**Corporate Development & Finance, Manager**" ] }, { "text": "Built unit-economics models (LTV, churn, retention, CAC) and investment cases underpinning a $1M gaming-as-a-service decision and a $3M content-platform launch, framing trade-offs for executives", "cluster_id": "pass-unit-economics-models-ltv-churn", "word_count": 24, "opening_verb": "Built", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance", "technical", "growth" ], "metrics": [ "$1M", "$3M", "1M", "3M", "1", "3" ], "keywords": [ "unit-economics", "models", "LTV", "churn", "retention", "CAC", "investment", "cases" ], "source_resume": "vercel_strategic_finance_manager_epd/2026-06-12/darsh_shah_vercel_strategic_finance_manager_resume_2026-06-12.md", "section": "Professional Experience", "company": "RAINSHINE ENTERTAINMENT", "role": "Corporate Development & Finance, Manager", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2017 - 2021 | RAINSHINE ENTERTAINMENT (media/gaming investment platform) | Mumbai, India", "**Corporate Development & Finance, Manager**" ] } ] }, { "cluster_id": "rainshine-acquisition-integration-planning", "canonical_text": "Translated $75M+ in acquisition and content IP deals into post-close budgets and integration targets for executives and board, helping teams track synergy delivery after close", "canonical_source": "anthropic_analytics/darsh_shah_anthropic_analytics_finance_strategy_resume.md", "themes": [ "finance", "growth", "leadership", "operations", "product", "technical" ], "metrics": [ "$20M", "$30M", "$50M", "$75M", "15", "15%", "18", "20", "20M", "3", "30", "30M", "5", "50", "50M", "75", "75M" ], "bullet_shapes": { "commercial_or_financial_outcome": 5, "general_achievement": 2, "strategy_or_decision_support": 1, "system_or_workflow": 1 }, "critique_flags": { "try_hard_language": 2 }, "variant_count": 9, "source_resumes": [ "anthropic_analytics/darsh_shah_anthropic_analytics_finance_strategy_resume.md", "anthropic_corporate_fpa/darsh_shah_anthropic_corporate_finance_strategy_resume.md", "anthropic_deal_desk_americas/darsh_shah_anthropic_finance_strategy_deal_desk_americas_resume.md", "april_strategic_finance_manager/2026-06-22/darsh_shah_april_strategic_finance_manager_resume_2026-06-22.md", "cursor_gtm_finance_sales_business_partner/2026-07-24/darsh_shah_cursor_gtm_finance_sales_business_partner_resume_2026-07-24.md", "eventual_founding_ops/2026-07-21/darsh_shah_eventual_founding_ops_resume_2026-07-21.md", "quillbot_darsh_shah.md" ], "variants": [ { "text": "Translated $75M+ in acquisition and content IP deals into post-close budgets and integration targets for executives and board, helping teams track synergy delivery after close", "cluster_id": "rainshine-acquisition-integration-planning", "word_count": 25, "opening_verb": "Translated", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "operations", "growth" ], "metrics": [ "$75M", "75M", "75" ], "keywords": [ "Translated", "acquisition", "content", "deals", "post-close", "budgets", "integration", "targets" ], "source_resume": "anthropic_analytics/darsh_shah_anthropic_analytics_finance_strategy_resume.md", "section": "Professional Experience", "company": "RAINSHINE ENTERTAINMENT", "role": "Manager, Corporate Development and Finance", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2017 - 2021 | RAINSHINE ENTERTAINMENT (Media/Gaming Investment Platform) | Mumbai, India", "**Manager, Corporate Development and Finance**" ] }, { "text": "Built acquisition P&Ls and post-close operating plans for $75M+ in studio acquisitions, translating diligence assumptions into integration budgets, synergy targets, and finance review materials", "cluster_id": "rainshine-acquisition-integration-planning", "word_count": 24, "opening_verb": "Built", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "finance", "operations", "growth" ], "metrics": [ "$75M", "75M", "75" ], "keywords": [ "acquisition", "post-close", "operating", "plans", "studio", "acquisitions", "translating", "diligence" ], "source_resume": "anthropic_corporate_fpa/darsh_shah_anthropic_corporate_finance_strategy_resume.md", "section": "Professional Experience", "company": "RAINSHINE ENTERTAINMENT", "role": "Manager, Corporate Development and Finance", "approval_status": "approved", "achievement_id": "rainshine-acquisition-integration-planning", "context": [ "### 2017 - 2021 | RAINSHINE ENTERTAINMENT (Media/Gaming Investment Platform) | Mumbai, India", "**Manager, Corporate Development and Finance**" ] }, { "text": "Built deal structures, diligence models, and acquisition P&Ls for $75M+ in studio acquisitions, partnering with tax experts before close and translating approved deals into post-close budgets", "cluster_id": "rainshine-acquisition-integration-planning", "word_count": 26, "opening_verb": "Built", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "finance", "operations", "growth" ], "metrics": [ "$75M", "75M", "75" ], "keywords": [ "deal", "structures", "diligence", "models", "acquisition", "studio", "acquisitions", "partnering" ], "source_resume": "anthropic_deal_desk_americas/darsh_shah_anthropic_finance_strategy_deal_desk_americas_resume.md", "section": "Professional Experience", "company": "RAINSHINE ENTERTAINMENT", "role": "Manager, Corporate Development and Finance", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2017 - 2021 | RAINSHINE ENTERTAINMENT (Media/Gaming Investment Platform) | Mumbai, India", "**Manager, Corporate Development and Finance**" ] }, { "text": "Modeled post-acquisition synergy cases across 5 acquired content businesses, helping convert deal assumptions into $20M-$30M in annual cost reductions and operating-plan targets", "cluster_id": "rainshine-acquisition-integration-planning", "word_count": 22, "opening_verb": "Modeled", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "growth" ], "metrics": [ "$20M", "$30M", "20M", "30M", "5", "20", "30" ], "keywords": [ "Modeled", "post-acquisition", "synergy", "cases", "acquired", "content", "businesses", "helping" ], "source_resume": "anthropic_deal_desk_americas/darsh_shah_anthropic_finance_strategy_deal_desk_americas_resume.md", "section": "Professional Experience", "company": "RAINSHINE ENTERTAINMENT", "role": "Manager, Corporate Development and Finance", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2017 - 2021 | RAINSHINE ENTERTAINMENT (Media/Gaming Investment Platform) | Mumbai, India", "**Manager, Corporate Development and Finance**" ] }, { "text": "Translated $75M+ in acquisition and content-IP deals into post-close budgets, synergy targets, and integration plans presented to executives and the board", "cluster_id": "rainshine-acquisition-integration-planning", "word_count": 21, "opening_verb": "Translated", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "operations", "growth" ], "metrics": [ "$75M", "75M", "75" ], "keywords": [ "Translated", "acquisition", "content-IP", "deals", "post-close", "budgets", "synergy", "targets" ], "source_resume": "april_strategic_finance_manager/2026-06-22/darsh_shah_april_strategic_finance_manager_resume_2026-06-22.md", "section": "Professional Experience", "company": "RAINSHINE ENTERTAINMENT", "role": "Corporate Development & Finance, Manager", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2017 - 2021 | RAINSHINE ENTERTAINMENT (media/gaming investment platform) | Mumbai, India", "**Corporate Development & Finance, Manager**" ] }, { "text": "Built acquisition P&Ls and post-close operating plans for $75M+ in studio acquisitions, translating diligence assumptions into integration budgets, synergy targets, and finance review materials", "cluster_id": "rainshine-acquisition-integration-planning", "word_count": 24, "opening_verb": "Built", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "finance", "operations", "growth" ], "metrics": [ "$75M", "75M", "75" ], "keywords": [ "acquisition", "post-close", "operating", "plans", "studio", "acquisitions", "translating", "diligence" ], "source_resume": "cursor_gtm_finance_sales_business_partner/2026-07-24/darsh_shah_cursor_gtm_finance_sales_business_partner_resume_2026-07-24.md", "section": "Professional Experience", "company": "RAINSHINE ENTERTAINMENT", "role": "Manager, Corporate Development and Finance", "approval_status": "approved", "achievement_id": "rainshine-acquisition-integration-planning", "context": [ "### 2017 - 2021 | RAINSHINE ENTERTAINMENT (Digital media investment platform) | Mumbai, India", "**Manager, Corporate Development and Finance**" ] }, { "text": "Built valuation, unit-economics, and investment models across $75M+ in acquisitions and product bets, framing capital-allocation decisions for executives and the board", "cluster_id": "rainshine-acquisition-integration-planning", "word_count": 21, "opening_verb": "Built", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance", "technical", "growth" ], "metrics": [ "$75M", "75M", "75" ], "keywords": [ "valuation", "unit-economics", "investment", "models", "acquisitions", "product", "bets", "framing" ], "source_resume": "eventual_founding_ops/2026-07-21/darsh_shah_eventual_founding_ops_resume_2026-07-21.md", "section": "Professional Experience", "company": "RAINSHINE ENTERTAINMENT", "role": "Corporate Development & Operations, Manager", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2017 - 2021 | RAINSHINE ENTERTAINMENT (Media/Gaming Investment Platform) | Mumbai, India", "**Corporate Development & Operations, Manager**" ] }, { "text": "Developed advanced financial models and risk-adjusted valuation analyses for $75M+ in acquisitions, enhancing decision-making process and improving ROI by 15% across completed deals", "cluster_id": "rainshine-acquisition-integration-planning", "word_count": 23, "opening_verb": "Developed", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [ "try_hard_language" ], "hints": [ "Sounds inflated unless the technical level is essential." ] }, "themes": [ "operations", "growth" ], "metrics": [ "$75M", "15%", "75M", "75", "15" ], "keywords": [ "advanced", "financial", "models", "risk-adjusted", "valuation", "analyses", "acquisitions", "enhancing" ], "source_resume": "quillbot_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2017-2021 RAINSHINE ENTERTAINMENT (Global internet media player with interests in content and gaming) Mumbai, India", "Manager, Corporate Development & FP&A" ] }, { "text": "Cultivated relationships with senior executives at 20+ target companies, building robust acquisition 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"leadership", "technical" ], "metrics": [ "$3M", "3", "3M" ], "bullet_shapes": { "strategy_or_decision_support": 1 }, "critique_flags": {}, "variant_count": 1, "source_resumes": [ "rippling_darsh_shah.md" ], "variants": [ { "text": "Led $3M investment in Nepali-language streaming platform, scoped potential market opportunity, created offline subscriber onboarding model to overcome limited regional online payment penetration", "cluster_id": "sharechat-investment-nepali-language-streaming-platform", "word_count": 23, "opening_verb": "Led", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "finance", "technical" ], "metrics": [ "$3M", "3M", "3" ], "keywords": [ "investment", "Nepali-language", "streaming", "platform", "scoped", "potential", "market", "opportunity" ], "source_resume": "rippling_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", 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qualitative and quantitative research, and data insights to launch monetization product for creators, increasing retention by 50% and daily streamed minutes by 1.6B ($14.4M revenue impact)", "cluster_id": "sharechat-live-audio-unit-economics", "word_count": 29, "opening_verb": "Leveraged", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance", "analytics", "growth" ], "metrics": [ "$14.4M", "50%", "1.6B", "14.4M", "50", "1", "6", "14", "4" ], "keywords": [ "Leveraged", "user", "personas", "qualitative", "quantitative", "research", "data", "insights" ], "source_resume": "resume_master_2026.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2021-2022 SHARECHAT (Google-backed unicorn, Indian TikTok-equivalent, 180M users) Bengaluru, India", "Product Manager, Live Social Audio, April 2022 \u2013 July 2022" ] }, { "text": "Devised product roadmap for gaming feature as engagement initiative, drafted PRDs, secured engineering bandwidth, owned feature P&L end-to-end; increased app-level average daily time spent by ~2 mins (40M DAU)", "cluster_id": "sharechat-live-audio-unit-economics", "word_count": 29, "opening_verb": "Devised", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance", "technical" ], "metrics": [ "40M", "2", "40" ], "keywords": [ "feature", "Devised", "product", "roadmap", "gaming", "engagement", "initiative", "drafted" ], "source_resume": "resume_master_2026.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2021-2022 SHARECHAT (Google-backed unicorn, Indian TikTok-equivalent, 180M users) Bengaluru, India", "Product Manager, Live Social Audio, April 2022 \u2013 July 2022" ] }, { "text": "Improved user support experience by implementing JIRA service desk and self-service help page (Confluence) and establishing customer support team and turnaround SLAs, reducing customer complaints by 38%", "cluster_id": "sharechat-live-audio-unit-economics", "word_count": 27, "opening_verb": "Improved", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "product", "operations" ], "metrics": [ "38%", "38" ], "keywords": [ "support", "customer", "user", "experience", "implementing", "JIRA", "service", "desk" ], "source_resume": "resume_master_2026.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2021-2022 SHARECHAT (Google-backed unicorn, Indian TikTok-equivalent, 180M users) Bengaluru, India", "Product Manager, Live Social Audio, April 2022 \u2013 July 2022" ] }, { "text": "Led GTM strategy and execution for short-video ads product; defined customer value prop, long-term roadmap, and collaborated with AI-feed team for feature prioritization, achieving $60M ARR within 6 months of launch", "cluster_id": "sharechat-live-audio-unit-economics", "word_count": 31, "opening_verb": "Led", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "product", "finance", "growth" ], "metrics": [ "$60M", "60M", "60", "6" ], "keywords": [ "GTM", "strategy", "execution", "short-video", "ads", "product", "defined", "customer" ], "source_resume": "resume_master_2026.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "Product Manager, Live Social Audio, April 2022 \u2013 July 2022", "Manager, Special Projects & Strategic Finance, September 2021 \u2013 March 2022" ] }, { "text": "Partnered with product team to design and roll out A/B tests on self-serve advertising (B2B) website, leveraged findings to streamline user journey, reducing funnel drop-offs (~35%) and enhancing monthly sign-ups by 120k+", "cluster_id": "sharechat-live-audio-unit-economics", "word_count": 32, "opening_verb": "Partnered", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "product", "analytics", "technical", "growth" ], "metrics": [ "35%", "120k", "35", "120" ], "keywords": [ "Partnered", "product", "team", "design", "roll", "out", "A/B", "tests" ], "source_resume": "resume_master_2026.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "Product Manager, Live Social Audio, April 2022 \u2013 July 2022", "Manager, Special Projects & Strategic Finance, September 2021 \u2013 March 2022" ] }, { "text": "Received accelerated promotion (in exception of regular appraisal framework; top 1% among 2k employees)", "cluster_id": "sharechat-live-audio-unit-economics", "word_count": 14, "opening_verb": "Received", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [], "metrics": [ "1%", "2k", "1", "2" ], "keywords": [ "Received", "accelerated", "promotion", "exception", "regular", "appraisal", "framework", "top" ], "source_resume": "resume_master_2026.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "Product Manager, Live Social Audio, April 2022 \u2013 July 2022", "Manager, Special Projects & Strategic Finance, September 2021 \u2013 March 2022" ] }, { "text": "Led $3M investment in Nepali-language streaming platform, scoped potential market opportunity, created offline subscriber onboarding model to overcome limited regional online payment penetration", "cluster_id": "sharechat-live-audio-unit-economics", "word_count": 23, "opening_verb": "Led", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "finance", "technical" ], "metrics": [ "$3M", "3M", "3" ], "keywords": [ "investment", "Nepali-language", "streaming", "platform", "scoped", "potential", "market", "opportunity" ], "source_resume": "resume_master_2026.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2017-2021 RAINSHINE ENTERTAINMENT ($75M media search fund; interests in content, gaming, and web3) Mumbai, India", "Manager, Corporate Development & Finance, May 2019 \u2013 September 2021" ] }, { "text": "Launched long-format journalism platform (fiftytwo.in), secured $3M allocation to build initial team and content pipeline, devised product strategy to leverage long-form content to develop high-value documentaries", "cluster_id": "sharechat-live-audio-unit-economics", "word_count": 26, "opening_verb": "Launched", "bullet_shape": "system_or_workflow", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "product", "technical" ], "metrics": [ "$3M", "3M", "3" ], "keywords": [ "content", "long-format", "journalism", "platform", "fiftytwo.in", "secured", "allocation", "build" ], "source_resume": "resume_master_2026.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2017-2021 RAINSHINE ENTERTAINMENT ($75M media search fund; interests in content, gaming, and web3) Mumbai, India", "Manager, Corporate Development & Finance, May 2019 \u2013 September 2021" ] }, { "text": "Built a revenue model for gaming-as-a-service product, performed market assessment, defined success metrics (acquisition cost, churn-rates and subscriber retention, customer LTV), facilitating $1M investment decision", "cluster_id": "sharechat-live-audio-unit-economics", "word_count": 25, "opening_verb": "Built", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance", "analytics", "growth" ], "metrics": [ "$1M", "1M", "1" ], "keywords": [ "revenue", "model", "gaming-as-a-service", "product", "performed", "market", "assessment", "defined" ], "source_resume": "resume_master_2026.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2017-2021 RAINSHINE ENTERTAINMENT ($75M media search fund; interests in content, gaming, and web3) Mumbai, India", "Manager, Corporate Development & Finance, May 2019 \u2013 September 2021" ] }, { "text": "Drove post-merger integration of five companies, renegotiated cost drivers and developed first-of-its-kind centralized HR system enabling group-wide resource-sharing, growing profits by $2.5M, enabling break-even", "cluster_id": "sharechat-live-audio-unit-economics", "word_count": 24, "opening_verb": "Drove", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [], "metrics": [ "$2.5M", "2.5M", "2", "5" ], "keywords": [ "enabling", "Drove", "post-merger", "integration", "five", "companies", "renegotiated", "cost" ], "source_resume": "resume_master_2026.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2017-2021 RAINSHINE ENTERTAINMENT ($75M media search fund; interests in content, gaming, and web3) Mumbai, India", "Manager, Corporate Development & Finance, May 2019 \u2013 September 2021" ] }, { "text": "Optimized performance marketing campaign by creating and executing a renewed geographic targeting strategy, achieving 50% profit growth through significantly lower CPI (and improved in-app advertising CPMs)", "cluster_id": "sharechat-live-audio-unit-economics", "word_count": 26, "opening_verb": "Optimized", "bullet_shape": "strategy_or_decision_support", "critique": { "flags": [], "hints": [] }, "themes": [ "growth" ], "metrics": [ "50%", "50" ], "keywords": [ "Optimized", "performance", "marketing", "campaign", "creating", "executing", "renewed", "geographic" ], "source_resume": "resume_master_2026.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "Manager, Corporate Development & Finance, May 2019 \u2013 September 2021", "Assistant Manager, Financial Planning & Analysis, October 2017 \u2013 April 2019" ] }, { "text": "Championed organization-wide data management and analysis best practice by building proprietary Python program to automate data from 10+ data sources into centralized data lake", "cluster_id": "sharechat-live-audio-unit-economics", "word_count": 24, "opening_verb": "Championed", "bullet_shape": "general_achievement", "critique": { "flags": [], "hints": [] }, "themes": [ "analytics", "technical" ], "metrics": [ "10" ], "keywords": [ "data", "Championed", "organization-wide", "management", "analysis", "best", "practice", "building" ], "source_resume": "resume_master_2026.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "Manager, Corporate Development & Finance, May 2019 \u2013 September 2021", "Assistant Manager, Financial Planning & Analysis, October 2017 \u2013 April 2019" ] }, { "text": "Revamped creator monetization program by instituting a revenue-sharing model affecting 200K audio creators, resulting in $24M in payouts at launch and 50% increase in creator activity and GMV over six months", "cluster_id": "sharechat-live-audio-unit-economics", "word_count": 31, "opening_verb": "Revamped", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance" ], "metrics": [ "$24M", "50%", "200K", "24M", "200", "24", "50" ], "keywords": [ "creator", "Revamped", "monetization", "program", "instituting", "revenue-sharing", "model", "affecting" ], "source_resume": "rippling_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "Product Manager (Through Role Expansion)", "Strategic Finance (Ads Product)" ] } ] }, { "cluster_id": "sharechat-revenue-forecasting", "canonical_text": "Optimized revenue forecasting dashboard, providing C-suite and Sales daily insights, achieving 95% prediction accuracy and 20% improved reliability, enabling proactive interventions and quarterly target attainment", "canonical_source": "quillbot_darsh_shah.md", "themes": [ "analytics", "finance" ], "metrics": [ "20", "20%", "95", "95%" ], "bullet_shapes": { "system_or_workflow": 1 }, "critique_flags": { "try_hard_language": 1 }, "variant_count": 1, "source_resumes": [ "quillbot_darsh_shah.md" ], "variants": [ { "text": "Optimized revenue forecasting dashboard, providing C-suite and Sales daily insights, achieving 95% prediction accuracy and 20% improved reliability, enabling proactive interventions and quarterly target attainment", "cluster_id": "sharechat-revenue-forecasting", "word_count": 25, "opening_verb": "Optimized", "bullet_shape": "system_or_workflow", "critique": { "flags": [ "try_hard_language" ], "hints": [ "Prestige signal; use sparingly and prefer the decision or artifact." ] }, "themes": [ "finance", "analytics" ], "metrics": [ "95%", "20%", "95", "20" ], "keywords": [ "Optimized", "revenue", "forecasting", "dashboard", "providing", "C-suite", "Sales", "daily" ], "source_resume": "quillbot_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "Special Projects", "Strategic Finance" ] } ] }, { "cluster_id": "sharechat-revenue-model-gaming-as-a-service-product", "canonical_text": "Built revenue model for gaming-as-a-service product, performed market assessment, and defined success metrics influencing $1M investment decision", "canonical_source": "rippling_darsh_shah.md", "themes": [ "analytics", "finance", "product" ], "metrics": [ "$1M", "1", "1M" ], "bullet_shapes": { "commercial_or_financial_outcome": 1 }, "critique_flags": {}, "variant_count": 1, "source_resumes": [ "rippling_darsh_shah.md" ], "variants": [ { "text": "Built revenue model for gaming-as-a-service product, performed market assessment, and defined success metrics influencing $1M investment decision", "cluster_id": "sharechat-revenue-model-gaming-as-a-service-product", "word_count": 17, "opening_verb": "Built", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "finance", "analytics" ], "metrics": [ "$1M", "1M", "1" ], "keywords": [ "revenue", "model", "gaming-as-a-service", "product", "performed", "market", "assessment", "defined" ], "source_resume": "rippling_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", "achievement_id": null, "context": [ "2017-2021 RAINSHINE ENTERTAINMENT (Global internet media player with interests in content and gaming) Mumbai, India", "Manager, Corporate Development, May 2019 \u2013 September 2021" ] } ] }, { "cluster_id": "sharechat-salesforce-workflow", "canonical_text": "Developed internal CRM product from concept-to-launch in 3 months by leading cross-functional 30-member team across engineering, sales, and operations to enable revenue forecasting with 99%+ precision", "canonical_source": "rippling_darsh_shah.md", "themes": [ "analytics", "finance", "growth", "leadership", "operations", "product", "technical" ], "metrics": [ "10", "100", "20", "3", "30", "400", "5", "5%", "99", "99%" ], "bullet_shapes": { "commercial_or_financial_outcome": 1, "leadership_or_rollout": 1, "system_or_workflow": 15 }, "critique_flags": { "implementation_heavy": 5, "try_hard_language": 1 }, "variant_count": 17, "source_resumes": [ "anthropic_analytics/darsh_shah_anthropic_analytics_finance_strategy_resume.md", "anthropic_corporate_fpa/darsh_shah_anthropic_corporate_finance_strategy_resume.md", "anthropic_deal_desk_americas/darsh_shah_anthropic_finance_strategy_deal_desk_americas_resume.md", "anthropic_product_finance_strategy_monetization/2026-07-07/darsh_shah_anthropic_product_finance_strategy_monetization_resume_2026-07-07.md", "april_strategic_finance_manager/2026-06-22/darsh_shah_april_strategic_finance_manager_resume_2026-06-22.md", "comfy_lead_strategic_finance/2026-07-10/darsh_shah_comfy_lead_strategic_finance_resume_2026-07-10.md", "cursor_gtm_finance_sales_business_partner/2026-07-24/darsh_shah_cursor_gtm_finance_sales_business_partner_resume_2026-07-24.md", "eventual_founding_ops/2026-07-21/darsh_shah_eventual_founding_ops_resume_2026-07-21.md", "quillbot_darsh_shah.md", "resume_master_2026.md", "rippling_darsh_shah.md", 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Finance", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed platform, 180M MAU) | Bengaluru, India", "**Manager, Strategic Finance**" ] }, { "text": "Rolled out Salesforce as the source of truth for 100+ ad sales reps, designing approval rules and Sales-to-Legal-to-Finance-to-Ad-Ops handoffs that drove 99% adoption and improved deal data completeness", "cluster_id": "sharechat-salesforce-workflow", "word_count": 28, "opening_verb": "Rolled", "bullet_shape": "system_or_workflow", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "analytics", "operations" ], "metrics": [ "99%", "100", "99" ], "keywords": [ "Rolled", "out", "Salesforce", "source", "truth", "sales", "reps", "designing" ], "source_resume": "anthropic_analytics/darsh_shah_anthropic_analytics_finance_strategy_resume.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Manager, Strategic Finance", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed platform, 180M MAU) | Bengaluru, India", "**Manager, Strategic Finance**" ] }, { "text": "Improved weekly sales and quarterly business reviews by replacing manual Google Sheets reporting with a Salesforce revenue forecast, increasing pipeline-risk visibility and keeping monthly forecasts within 5% of actuals", "cluster_id": "sharechat-salesforce-workflow", "word_count": 29, "opening_verb": "Improved", "bullet_shape": "system_or_workflow", "critique": { "flags": [], "hints": [] }, "themes": [ "finance" ], "metrics": [ "5%", "5" ], "keywords": [ "weekly", "sales", "quarterly", "business", "reviews", "replacing", "manual", "Google" ], "source_resume": "anthropic_corporate_fpa/darsh_shah_anthropic_corporate_finance_strategy_resume.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Manager, Strategic Finance", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed platform, 180M MAU) | Bengaluru, India", "**Manager, Strategic Finance**" ] }, { "text": "Rolled out Salesforce as the source of truth for 100+ ad sales reps, designing discount approval routing and sales-to-legal-to-finance-to-ad-operations handoffs for insertion orders, committed spend, rev rec, and inventory availability", "cluster_id": "sharechat-salesforce-workflow", "word_count": 30, "opening_verb": "Rolled", "bullet_shape": "system_or_workflow", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership" ], "metrics": [ "100" ], "keywords": [ "Rolled", "out", "Salesforce", "source", "truth", "sales", "reps", "designing" ], "source_resume": "anthropic_deal_desk_americas/darsh_shah_anthropic_finance_strategy_deal_desk_americas_resume.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Manager, Strategic Finance", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed platform, 180M MAU) | Bengaluru, India", "**Manager, Strategic Finance**" ] }, { "text": "Built ShareChat's first driver-based revenue forecast, using Salesforce data on CRM pipeline, booked campaigns, and available ad inventory to keep monthly forecasts within 5% of actuals", "cluster_id": "sharechat-salesforce-workflow", "word_count": 26, "opening_verb": "Built", "bullet_shape": "system_or_workflow", "critique": { "flags": [ "implementation_heavy" ], "hints": [ "Check nearby bullets; if several are system-building bullets, reframe one around the decision or business result." ] }, "themes": [ "finance", "analytics" ], "metrics": [ "5%", "5" ], "keywords": [ "ShareChat", "first", "driver-based", "revenue", "forecast", "Salesforce", "data", "CRM" ], "source_resume": "anthropic_product_finance_strategy_monetization/2026-07-07/darsh_shah_anthropic_product_finance_strategy_monetization_resume_2026-07-07.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Strategic Finance | Creator Monetization & Revenue Planning", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short video platform, 180 million MAU) | Bengaluru, India", "**Strategic Finance | Creator Monetization & Revenue Planning**" ] }, { "text": "Automated finance and performance data from 10+ sources into a centralized Python data lake, cutting manual reporting pulls and standardizing the team's source of truth", "cluster_id": "sharechat-salesforce-workflow", "word_count": 25, "opening_verb": "Automated", "bullet_shape": "system_or_workflow", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "analytics", "technical" ], "metrics": [ "10" ], "keywords": [ "data", "Automated", "finance", "performance", "sources", "centralized", "Python", "lake" ], "source_resume": "anthropic_product_finance_strategy_monetization/2026-07-07/darsh_shah_anthropic_product_finance_strategy_monetization_resume_2026-07-07.md", "section": "Professional Experience", "company": "RAINSHINE ENTERTAINMENT", "role": "Corporate Development & Finance, Manager", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2017 - 2021 | RAINSHINE ENTERTAINMENT (media/gaming investment platform) | Mumbai, India", "**Corporate Development & Finance, Manager**" ] }, { "text": "Built ShareChat's first driver-based revenue-forecasting process \u2014 Salesforce schema, approval flow, and reporting pipeline \u2014 holding monthly revenue within 5% of actuals across a high-growth, multi-product ad business", "cluster_id": "sharechat-salesforce-workflow", "word_count": 28, "opening_verb": "Built", "bullet_shape": "system_or_workflow", "critique": { "flags": [ "implementation_heavy" ], "hints": [ "Check nearby bullets; if several are system-building bullets, reframe one around the decision or business result." ] }, "themes": [ "product", "finance", "operations", "growth" ], "metrics": [ "5%", "5" ], "keywords": [ "ShareChat", "first", "driver-based", "revenue-forecasting", "process", "Salesforce", "schema", "approval" ], "source_resume": "april_strategic_finance_manager/2026-06-22/darsh_shah_april_strategic_finance_manager_resume_2026-06-22.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Strategic Finance, Manager", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed social platform, 180M MAU) | Bengaluru, India", "**Strategic Finance, Manager**" ] }, { "text": "Built ShareChat's first driver-based revenue forecast, using Salesforce data on CRM pipeline, booked campaigns, and available ad inventory to keep monthly forecasts within 5% of actuals", "cluster_id": "sharechat-salesforce-workflow", "word_count": 26, "opening_verb": "Built", "bullet_shape": "system_or_workflow", "critique": { "flags": [ "implementation_heavy" ], "hints": [ "Check nearby bullets; if several are system-building bullets, reframe one around the decision or business result." ] }, "themes": [ "finance", "analytics" ], "metrics": [ "5%", "5" ], "keywords": [ "ShareChat", "first", "driver-based", "revenue", "forecast", "Salesforce", "data", "CRM" ], "source_resume": "comfy_lead_strategic_finance/2026-07-10/darsh_shah_comfy_lead_strategic_finance_resume_2026-07-10.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Strategic Finance | Forecasting, Fundraising & Scenario Planning", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed short video platform, 180 million MAU) | Bengaluru, India", "**Strategic Finance | Forecasting, Fundraising & Scenario Planning**" ] }, { "text": "Automated finance and performance data from 10+ sources into a centralized Python data lake, cutting manual reporting pulls and standardizing the team's source of truth", "cluster_id": "sharechat-salesforce-workflow", "word_count": 25, "opening_verb": "Automated", "bullet_shape": "system_or_workflow", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "analytics", "technical" ], "metrics": [ "10" ], "keywords": [ "data", "Automated", "finance", "performance", "sources", "centralized", "Python", "lake" ], "source_resume": "comfy_lead_strategic_finance/2026-07-10/darsh_shah_comfy_lead_strategic_finance_resume_2026-07-10.md", "section": "Professional Experience", "company": "RAINSHINE ENTERTAINMENT", "role": "Corporate Development & Finance, Manager", "approval_status": "unreviewed", "achievement_id": null, "context": [ "### 2017 - 2021 | RAINSHINE ENTERTAINMENT (media/gaming investment platform) | Mumbai, India", "**Corporate Development & Finance, Manager**" ] }, { "text": "Built ShareChat's first rolling three-month revenue forecast in Salesforce for weekly CRO sales reviews, keeping monthly forecasts within 5% of actuals and surfacing pipeline risks for timely intervention", "cluster_id": "sharechat-salesforce-workflow", "word_count": 28, "opening_verb": "Built", "bullet_shape": "system_or_workflow", "critique": { "flags": [ "implementation_heavy" ], "hints": [ "Check nearby bullets; if several are system-building bullets, reframe one around the decision or business result." ] }, "themes": [ "finance" ], "metrics": [ "5%", "5" ], "keywords": [ "ShareChat", "first", "rolling", "three-month", "revenue", "forecast", "Salesforce", "weekly" ], "source_resume": "cursor_gtm_finance_sales_business_partner/2026-07-24/darsh_shah_cursor_gtm_finance_sales_business_partner_resume_2026-07-24.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Manager, Strategic Finance | Sales Planning & Revenue Operations", "approval_status": "approved", "achievement_id": "sharechat-rolling-revenue-forecast-cro-reviews", "context": [ "### 2021 - 2022 | SHARECHAT (Google-backed platform, 180M MAU) | Bengaluru, India", "**Manager, Strategic Finance | Sales Planning & Revenue Operations**" ] }, { "text": "Owned org-wide Salesforce rollout across ~400 sales users, scoping requirements, supervising the build, and running training to reach 99% adoption in 3 months", "cluster_id": "sharechat-salesforce-workflow", "word_count": 23, "opening_verb": "Owned", "bullet_shape": "system_or_workflow", "critique": { "flags": [], "hints": [] }, "themes": [ "product", "operations" ], "metrics": [ "99%", "400", "99", "3" ], "keywords": [ "Owned", "org-wide", "Salesforce", "rollout", "sales", "users", "scoping", "requirements" ], "source_resume": "eventual_founding_ops/2026-07-21/darsh_shah_eventual_founding_ops_resume_2026-07-21.md", "section": "Professional Experience", "company": "SHARECHAT", "role": "Special Projects & Business Operations (CEO's Office) | Finance, Revenue & Marketing Ops", "approval_status": "unreviewed", "achievement_id": null, 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"approval_status": "unreviewed", "achievement_id": null, "context": [ "Product Manager, Live Social Audio, April 2022 \u2013 July 2022", "Manager, Special Projects & Strategic Finance, September 2021 \u2013 March 2022" ] }, { "text": "Developed internal CRM product from concept-to-launch in 3 months by leading cross-functional 30-member team across engineering, sales, and operations to enable revenue forecasting with 99%+ precision", "cluster_id": "sharechat-salesforce-workflow", "word_count": 26, "opening_verb": "Developed", "bullet_shape": "commercial_or_financial_outcome", "critique": { "flags": [], "hints": [] }, "themes": [ "leadership", "product", "finance", "technical" ], "metrics": [ "99%", "3", "30", "99" ], "keywords": [ "internal", "CRM", "product", "concept-to-launch", "months", "leading", "cross-functional", "member" ], "source_resume": "rippling_darsh_shah.md", "section": "Professional Experience", "company": null, "role": null, "approval_status": "unreviewed", 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"canonical_source": "rippling_darsh_shah.md", "canonical_text": "Developed internal CRM product from concept-to-launch in 3 months by leading cross-functional 30-member team across engineering, sales, and operations to enable revenue forecasting with 99%+ precision" }, { "cluster_id": "epic-contract-to-cash-revenue-leakage", "variant_count": 6, "critique_flags": { "implementation_heavy": 5 }, "canonical_source": "anthropic_analytics/darsh_shah_anthropic_analytics_finance_strategy_resume.md", "canonical_text": "Created a contract-to-cash analytics workflow that reconciled signed terms, market release signals, and Workday payment data, identifying $2M in revenue leakage and release-term gaps across 40 contracts" }, { "cluster_id": "epic-ai-enablement", "variant_count": 7, "critique_flags": { "try_hard_language": 4 }, "canonical_source": "cloaked_product_marketing_manager_growth/2026-07-10/darsh_shah_cloaked_product_marketing_manager_growth_resume_2026-07-10.md", "canonical_text": 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"epic-agent-assisted-close-leadership-reporting", "variant_count": 1, "critique_flags": { "implementation_heavy": 1 }, "canonical_source": "cursor_gtm_finance_sales_business_partner/2026-07-24/darsh_shah_cursor_gtm_finance_sales_business_partner_resume_2026-07-24.md", "canonical_text": "Built an agent-assisted close and leadership reporting pipeline used by the CFO, cutting monthly report delivery from 2+ days to ~1 hour" }, { "cluster_id": "epic-model-margin-own-financial", "variant_count": 1, "critique_flags": { "long_over_35_words": 1 }, "canonical_source": "vercel_strategic_finance_manager_epd/2026-06-12/darsh_shah_vercel_strategic_finance_manager_resume_2026-06-12.md", "canonical_text": "Own the financial model and unit economics for Epic's AI Creator Tools \u2014 a consumption-based model (per-call costs, cache-hit rates, execution time) \u2014 defining cost-per-call and cost-per-output metrics, setting launch pricing, and removing ~$25M in annualized margin risk at ~50% gross margin" }, { "cluster_id": "epic-partner-engineering-product-gtm", "variant_count": 1, "critique_flags": { "try_hard_language": 1 }, "canonical_source": "april_strategic_finance_manager/2026-06-22/darsh_shah_april_strategic_finance_manager_resume_2026-06-22.md", "canonical_text": "Partner across Engineering, Product, and GTM to translate roadmap, usage-threshold, and pricing trade-offs into COGS forecasts, launch business cases, and strategic KPIs \u2014 making cost-per-call an owned metric, not a post-launch surprise" }, { "cluster_id": "epic-planned-paced-sales-organization", "variant_count": 1, "critique_flags": { "long_over_35_words": 1 }, "canonical_source": "cursor_gtm_finance_sales_business_partner/2026-07-24/darsh_shah_cursor_gtm_finance_sales_business_partner_resume_2026-07-24.md", "canonical_text": "Planned and paced a 4x sales organization expansion from 50 to 200 reps against a $300M revenue target, building capacity and ramp models with the CRO and regional leaders and partnering with Recruiting on hiring plans" }, { "cluster_id": "pass-collaborated-product-team-design", "variant_count": 1, "critique_flags": { "weak_opening_verb": 1 }, "canonical_source": "snowflake_darsh_shah.md", "canonical_text": "Collaborated with product team to design and implement alpha/beta tests on B2B self-serve advertising platform; refined user journey, reducing funnel drop-offs by 35% and increasing monthly sign-ups by 120,000+" }, { "cluster_id": "pass-collaborated-sales-commercial-teams", "variant_count": 1, "critique_flags": { "weak_opening_verb": 1 }, "canonical_source": "rippling_darsh_shah.md", "canonical_text": "Collaborated with Sales and Commercial teams, providing pricing and performance insights to model and negotiate bulk inventory sales to media-buying agencies; closed annual pre-sales deals worth $50M" }, { "cluster_id": "pass-devised-implemented-comprehensive-onboarding", "variant_count": 1, "critique_flags": { "try_hard_language": 1 }, "canonical_source": "snowflake_darsh_shah.md", "canonical_text": "Devised and implemented comprehensive onboarding content strategy for self-serve ad product, creating reviews and case studies; enhanced customer experience resulting in 35% increase in CSAT scores" }, { "cluster_id": "pass-financial-business-decisions-annual", "variant_count": 1, "critique_flags": { "try_hard_language": 1 }, "canonical_source": "quillbot_darsh_shah.md", "canonical_text": "Led annual and quarterly financial forecasting for New Initiatives, translating business insights and key assumptions into financial business cases, facilitating strategic decisions for $50M investment decisions" } ], "guidance": [ "Use flagged bullets as critique candidates, not automatic defects.", "Prefer canonical variants with fewer flags and stronger target-role fit.", "When a cluster has many variants, compare variants before rewriting from scratch." ] }, "skills": { "technical": [ "Big Query", "Data Analysis (SQL", "Figma (wireframing)", "HTML/CSS", "JIRA", "JIRA)", "MySQL", "PowerBI", "Programming (Python)", "Python", "R)", "Retool", "Tableau", "Tools (Figma" ] }, "education": [ { "source_resume": "darsh_shah_anthropic_analytics_finance_strategy_resume.md", "lines": [ "## Education", "### 2022-2024 | KELLOGG SCHOOL OF MANAGEMENT | NORTHWESTERN UNIVERSITY | Evanston, IL", "**Master of Business Administration, MBA**", "- Concentrations: Strategy, Finance, Managing Organizations | Dean's List Recipient | GMAT: 770", "### 2013-2016 | NARSEE MONJEE COLLEGE OF COMMERCE AND ECONOMICS | MUMBAI UNIVERSITY | Mumbai, India", "**Bachelor of Commerce (Major in Finance)**", "Founding team, Entrepreneurship Cell (250+ members in one year) | CGPA: 6.62/7.00" ] }, { "source_resume": "darsh_shah_anthropic_corporate_finance_strategy_resume.md", "lines": [ "## Education", "### 2022-2024 | KELLOGG SCHOOL OF MANAGEMENT | NORTHWESTERN UNIVERSITY | Evanston, IL", "**Master of Business Administration, MBA**", "- Concentrations: Strategy, 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KELLOGG SCHOOL OF MANAGEMENT | Evanston, IL", "**Master of Business Administration (MBA)**", "- Concentrations: Strategy and Finance | Dean's List Recipient | GMAT: 770", "### 2013-2017 | INSTITUTE OF CHARTERED ACCOUNTANTS OF INDIA | New Delhi, India", "**Chartered Accountant** | Cleared all exams in first attempt (top 1% across ~130k candidates)", "### 2013-2016 | NARSEE MONJEE COLLEGE OF COMMERCE AND ECONOMICS | MUMBAI UNIVERSITY | Mumbai, India", "**Bachelor of Commerce (Major in Finance)** | CGPA: 6.62/7.00" ] }, { "source_resume": "jd.md", "lines": [] }, { "source_resume": "darsh_shah_comfy_lead_strategic_finance_resume_2026-07-10.md", "lines": [ "## Education", "### 2022-2024 | NORTHWESTERN UNIVERSITY | KELLOGG SCHOOL OF MANAGEMENT | Evanston, IL", "**Master of Business Administration (MBA)** | Concentrations: Strategy & Finance | Dean's List | GMAT: 770", "### 2013-2016 | NARSEE MONJEE COLLEGE OF COMMERCE AND ECONOMICS | MUMBAI UNIVERSITY | Mumbai, India", "**Bachelor of 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2013-2017 | INSTITUTE OF CHARTERED ACCOUNTANTS OF INDIA | New Delhi, India", "**Chartered Accountant** | Cleared all exams in first attempt (top 1% across ~130k candidates)" ] }, { "source_resume": "darsh_shah_eventual_founding_ops_resume_2026-07-21.md", "lines": [ "## Education", "### 2022-2024 | NORTHWESTERN UNIVERSITY | KELLOGG SCHOOL OF MANAGEMENT | Evanston, IL", "**Master of Business Administration (MBA)** | Concentrations: Strategy & Finance | Dean's List | GMAT: 770", "### 2013-2016 | NARSEE MONJEE COLLEGE OF COMMERCE AND ECONOMICS | MUMBAI UNIVERSITY | Mumbai, India", "**Bachelor of Commerce (Finance)**" ] }, { "source_resume": "darsh_shah_factory_strategic_finance_resume_2026-06-04.md", "lines": [ "## Education", "### 2022-2024 | NORTHWESTERN UNIVERSITY | KELLOGG SCHOOL OF MANAGEMENT | Evanston, IL", "**Master of Business Administration (MBA)**", "- Concentrations: Strategy and Finance | Dean's List Recipient | GMAT: 770", "### 2013-2017 | INSTITUTE OF CHARTERED ACCOUNTANTS 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2013-2017 | INSTITUTE OF CHARTERED ACCOUNTANTS OF INDIA | New Delhi, India", "**Chartered Accountant** | Cleared all exams in first attempt (top 1% across ~130k candidates)", "### 2013-2016 | NARSEE MONJEE COLLEGE OF COMMERCE AND ECONOMICS | MUMBAI UNIVERSITY | Mumbai, India", "**Bachelor of Commerce (Major in Finance)** | CGPA: 6.62/7.00" ] }, { "source_resume": "darsh_shah_notion_finance_business_partner_gtm_resume_2026-06-17_final.md", "lines": [ "## Education", "### 2022-2024 | NORTHWESTERN UNIVERSITY | KELLOGG SCHOOL OF MANAGEMENT | Evanston, IL", "**Master of Business Administration (MBA)** | Concentrations: Strategy & Finance \u00b7 Dean's List \u00b7 GMAT: 770", "### 2013-2017 | INSTITUTE OF CHARTERED ACCOUNTANTS OF INDIA | New Delhi, India", "**Chartered Accountant** | Cleared all exams in first attempt (top 1% across ~130k candidates)", "### 2013-2016 | NARSEE MONJEE COLLEGE OF COMMERCE AND ECONOMICS | MUMBAI UNIVERSITY | Mumbai, India", "**Bachelor of Commerce (Finance)**" ] }, { "source_resume": "jd.md", "lines": [] }, { "source_resume": "darsh_shah_ode_fdpm_resume_2026-07-22.md", "lines": [ "## Education", "### 2022-2024 | NORTHWESTERN UNIVERSITY | KELLOGG SCHOOL OF MANAGEMENT | Evanston, IL", "**Master of Business Administration (MBA)**", "- Concentrations: Strategy and Finance | Dean's List Recipient | GMAT: 770", "### 2013-2017 | INSTITUTE OF CHARTERED ACCOUNTANTS OF INDIA | New Delhi, India", "**Chartered Accountant** | Cleared all exams in first attempt (top 1% across ~130k candidates)", "### 2013-2016 | NARSEE MONJEE COLLEGE OF COMMERCE AND ECONOMICS | MUMBAI UNIVERSITY | Mumbai, India", "**Bachelor of Commerce (Major in Finance)** | CGPA: 6.62/7.00", "## Professional Experience (in order of relevance)", "### Oct 2024 - Present | EPIC GAMES (AI developer & creator tooling) | Remote" ] }, { "source_resume": "darsh_shah_parallel_gtm_finance_resume_2026-06-08.md", "lines": [ "## Education", "### 2022-2024 | NORTHWESTERN UNIVERSITY | KELLOGG SCHOOL OF MANAGEMENT | Evanston, IL", "**Master of Business Administration (MBA)** | Concentrations: Strategy & Finance \u00b7 Dean's List \u00b7 GMAT: 770", "### 2013-2017 | INSTITUTE OF CHARTERED ACCOUNTANTS OF INDIA | New Delhi, India", "**Chartered Accountant** | Cleared all exams in first attempt (top 1% across ~130k candidates)" ] }, { "source_resume": "quillbot_darsh_shah.md", "lines": [ "EDUCATION", "2022-2024 KELLOGG SCHOOL OF MANAGEMENT | NORTHWESTERN UNIVERSITY Evanston, IL", "Master of Business Administration (MBA), Class of June 2024", "- Concentrations: Strategy, Finance, Managing Organizations | Dean\u2019s List Recipient | GMAT: 770", "- Led key initiatives at (1) Entrepreneurship & Venture Capital Club and (2) Kellogg Student Association", "2013-2016 NARSEE MONJEE COLLEGE OF COMMERCE AND ECONOMICS | MUMBAI UNIVERSITY Mumbai, India", "Bachelor of Commerce (Major in Finance)", "Launched Entrepreneurship Cell, achieved participation from 250+ members within one year | CGPA: 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"### 2013-2017 | INSTITUTE OF CHARTERED ACCOUNTANTS OF INDIA | New Delhi, India", "**Chartered Accountant** | Cleared all exams in first attempt (top 1% across ~130k candidates)", "### 2013-2016 | NARSEE MONJEE COLLEGE OF COMMERCE AND ECONOMICS | MUMBAI UNIVERSITY | Mumbai, India", "**Bachelor of Commerce (Major in Finance)** | CGPA: 6.62/7.00" ] }, { "source_resume": "resume_master_2026.md", "lines": [ "EDUCATION", "2022-2024 Kellogg School of Management | northwestern university Evanston, IL", "Master of Business Administration degree, June 2024", "- Market & Management Science Major | GMAT: 770", "- Club Involvement: Student Association (Alumni Engagement), India Business Conference", "2013-2016 NARSEE MONJEE COLLEGE OF COMMERCE AND ECONOMICS | MUMBAI University Mumbai, India", "Bachelor of Commerce | CGPA: 6.62/7.00", "- Apprenticeship: Grant Thornton, top-5 public accounting firm; led PCAOB financial audits; received \u2018Performance Recognition Award (Among ~100 employees across 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Recipient | GMAT: 770", "- Leading key initiatives at (1) Entrepreneurship & Venture Capital Club and (2) Kellogg Student Association", "2013-2016 UNIVERSITY OF MUMBAI Mumbai, India", "Bachelor of Commerce (Major in Finance & Economics) | CGPA: 6.62/7.00", "- Apprenticeship: Grant Thornton; led high-rigor financial audits with stringent regulatory scrutiny (PCAOB)" ] }, { "source_resume": "snowflake_darsh_shah.md", "lines": [ "EDUCATION", "2022-2024 KELLOGG SCHOOL OF MANAGEMENT | NORTHWESTERN UNIVERSITY Evanston, IL", "Master of Business Administration degree, June 2024", "- Concentrations: Technology Management, AI & Strategy | Dean\u2019s List Recipient | GMAT: 770", "- Led key initiatives at (1) Entrepreneurship & Venture Capital Club and (2) Kellogg Student Association", "2013-2016 UNIVERSITY OF MUMBAI Mumbai, India", "Bachelor of Commerce (Major in Finance & Economics) | CGPA: 6.62/7.00", "- Apprenticeship: Grant Thornton; led high-rigor financial audits with stringent regulatory 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