Gaurang Munje — Product Manager

Product Manager | AI/ML | Growth | E-commerce | Generative AI | LLMs | 0→1 | Product-Led Growth I'm a self-starter with 6+ years of experience. I prototype AI workflows using Claude, ChatGPT, Gemini Enterprise, Lovable, and Airtable turning product specs into working front-ends in hours, running search health AI agents that my team adopted as daily briefings, and using Claude Code to scaffold integrations and accelerate delivery. I know when to reach for a powerful LLM and when a simpler solution is the right call. My product work spans: → LLM-based features & autonomous agent frameworks (Sparky, Atlas, LLM support automation) → Search ranking, recall, autocomplete, trending discovery & NLP pipelines (GenAI Search, Wallaby, Element) → Personalization, recommendations & decisioning systems (real-time p13n, collaborative filtering, cold-start) → Growth, onboarding & activation — 50M+ annual signups, +28% activation, 4 days → 24hr time-to-transact → Notifications & engagement — ML send-time optimization, +34% push CTR, -11% opt-out, 80M+ subscribers → Retention & win-back — churn prediction models, behavioral re-engagement, +11pts 6-month retention → Subscription & revenue — $40M+ ARR protected, involuntary churn -15%, paid upgrade rate +14% → Loyalty & rewards — RFM segmentation, redemption optimization, reward transaction value +12% → A/B testing & multivariate experimentation at scale (40+ concurrent tests, 3-week → 10-day cycles) → Responsible AI — guardrails, output validation, drift monitoring, privacy-aware design → Hands-on AI tooling: Claude · Claude Code · ChatGPT · Gemini Enterprise · Lovable · Airtable · Cursor ▪ Generative AI ▪ Agentic AI ▪ Large Language Models ▪ LLM Product Management ▪ Autonomous Workflows ▪ Search & Discovery ▪ Search Relevance ▪ Semantic Search ▪ NLP ▪ Personalization ▪ Recommendation Systems ▪ Real-Time Personalization ▪ Collaborative Filtering ▪ Growth Product Management ▪ User Onboarding ▪ Activation ▪ Conversion Optimization ▪ Push Notifications ▪ CRM & Engagement ▪ Retention ▪ Churn Reduction ▪ Win-Back ▪ Subscription Monetization ▪ Revenue Growth ▪ Loyalty & Rewards ▪ LTV Modeling ▪ RFM Segmentation ▪ A/B Testing ▪ Multivariate Experimentation ▪ eCommerce ▪ Consumer AI ▪ 0→1 Product Development ▪ Responsible AI ▪ Prompt Engineering ▪ RAG ▪ Embedding Models ▪ Claude ▪ Claude Code ▪ ChatGPT ▪ Gemini Enterprise ▪ Lovable ▪ Airtable ▪ Cursor ▪ Product Roadmap ▪ KPI Definition ▪ Cross-Functional Leadership ▪ Agile ▪ Mobile Commerce ▪ Marketplace

Stackforce AI infers this person is a Product Manager with expertise in AI-driven E-commerce solutions.

Location: San Francisco, California, United States

Experience: 3 yrs 2 mos