Manas Jha

I'm a product manager building AI into regulated financial infrastructure, identity, fraud, and compliance, at bank scale.

Around 3 years at Signzy across product and data roles. From October 2025 to March 2026, I owned 8 product lines end to end: AI document extraction, EPFO, email verification, location intelligence, mule and fraud detection, background verification, phone and IP verification, and face match and liveness detection. I built MuleShield and FraudShield together as a tiered fraud detection system, FraudShield for a fast top-of-funnel check, MuleShield for a deeper one, and chose a configurable scoring engine over a fixed model after finding banks weigh risk signals differently by onboarding journey. I also built a unified Background Verification platform from scratch, merging white-collar and blue-collar checks into one configurable API. The pod I owned grew from ₹33 lakhs to ₹1.22 crores in monthly revenue, and Signzy's broader API suite now runs past 350M+ calls a month.

Today, I own Signzy's LLM-based document extraction and face-liveness APIs, and I'm leading a full revamp of our EPFO verification flow, raising and resolving 90+ production bugs and 7+ major incidents, now live with 8-9+ banks and NBFCs at a 98% success rate.

Outside work, I built PM Copilot, an AI tool using Google Gemini that turns a product problem into a structured PRD in under 30 seconds, built solo from prompt engineering through deployment on GKE.
Computer science engineer by background. I use SQL, Python, and hands-on AI work to drive product decisions, not just gather requirements.