Headline

AI Product Manager | Building AI Agents & Growth Products | 5 Yrs Shipping Consumer Apps to Millions

About

I build AI agents and growth products that ship to millions of users. At Hungama, I designed LEE — an autonomous agent that reads Crashlytics crash reports, diagnoses root causes via LLM stack-trace analysis, generates code fixes, and routes reviewed PRs to developers. P1 triage time dropped from 48 hours to 15 minutes. I also built a five-phase XGBoost churn prediction system on Mixpanel behavioral signals (stream depth, payment drop-off, session recency), integrated directly into CRM for targeted retention campaigns. On the growth side, I scaled Hungama OTT from ₹4.5Cr to ₹6.5Cr monthly revenue (45% growth), driving a 12pp improvement in payment success rate across 6 gateways and a 2.5x lift in daily paid user acquisition. I launched FastTV, a micro-drama streaming app, 0-to-1 in 3 months across iOS and Android. I think about AI as a product layer, not a feature. If you're building AI-native products or adding agents to your growth stack, let's talk. adi08singh@gmail.com | Open to AI PM roles in consumer, fintech, and growth

Location

Greater Delhi Area

AI stack

antigravity

cursor

claudecode

Work experience

Product Manager at Hungama, Apr 2023 - Present · 3 yrs 5 mos, Noida, • Designed and shipped LEE, an LLM-powered autonomous crash resolution agent — cutting P1 triage from 48 hrs to 15 min; developer review targeting improvement from 98.5% to 99.99% crash-free rate • Built five-phase XGBoost churn prediction model on Mixpanel behavioral signals (stream depth, payment drop-off, session recency); output integrated into CRM for targeted retention campaigns • Scaled OTT monthly revenue ₹4.5Cr → ₹6.5Cr (45% growth); improved payment success rate 70% → 82% (12pp) across 6 gateways — PhonePe, Razorpay, Juspay, Cashfree, Stripe, PayU • Launched FastTV micro-drama streaming app 0-to-1 in 3 months across iOS and Android; defined dual monetization — subscription + coin-based microtransactions • Drove 2.5x growth in daily paid user acquisition (2,000 → 5,000 users/day) via payment optimization and web-based acquisition flows • Leveraged Generative AI tools (Bolt.new, Lovable) to prototype consumer-facing landing pages; compressed design iteration cycles by 35%

Product Associate at Meesho, Apr 2022 - Apr 2023 · 1 yr 1 mo, Remote, • Increased sale event GMV by 25% and user engagement by 50% through homepage redesign incorporating personalized recommendations and improved product discovery using Figma and A/B testing • Designed and launched gamification system with coin-based rewards program, driving repeat purchases and increased session time across 30% growth in new customer acquisition during tenure • Conducted user research and feedback analysis to identify engagement opportunities; coordinated go-to-market activities with marketing and supply teams

Associate Product Manager at BYJU'S EXAM PREP, Mar 2021 - Apr 2022 · 1 yr 2 mos, Noida, • Increased social media channel traffic by 50% by integrating product content and user stories to support acquisition efforts • Led cross-functional coordination across engineering and marketing teams to improve product documentation and delivery efficiency

Social Media Marketing Specialist at FootTheBall, Sep 2020 - Mar 2021 · 7 mos, Noida, Uttar Pradesh, India, Successfully handling the following work Responsibilities:- 1) Designing Social Media Posts Schedule( precisely for Instagram & Twitter) 2) Round the clock, tweets on their Twitter handle 3) Laying out content for their Instagram and Twitter Page 4) Designing Instagram Stories and Reels 5) Working on Instagram and Twitter performance strategy, includes a lot of analysis on what's working and what's not 6) Working on strategies to increase audience engagement

Business Analyst at FUTURE CONSUMER LIMITED, May 2019 - Jul 2019 · 3 mos, Noida, Uttar Pradesh

Education

Master of Business Administration, Marketing, amity University

Bachelor of Business Administration, General Sales, Merchandising and Related Marketing Operations, Galgotias university