Platforms are quiet arguments about how people behave when no one is watching.

Senior Product Manager working where money leaks, fraud scales, or operations break. Eight years across fintech, fraud, and AI on consumer platforms at scale, most recently leading fintech and fraud at Snapp, a ride-hailing super-app with 50M+ users, alongside building product analytics foundations in cross-border payments, an applied AI platform at a regional telecom innovation hub, and ad monetization at a mobile advertising network. I build the flows, controls, and decision systems that run in production and hold under adversarial behavior.