At Meta FAIR, I supported risk and legal reviews for the SAM 3.1 launch on Meta Model API, bringing reviews into the build cycle and coordinating 60+ contributors. I also coordinated governance and delivery for 200+ AI research programs, reducing review time by 35%.
At Microsoft Azure, I led readiness and governance across 500+ services. I built telemetry and compliance reporting across 4,000+ Azure offerings, reducing audit preparation time by 40% and improving pass rates from 78% to 93%.

