I led engineering work on communications anti-abuse, building systems to protect people from spam, scams, and fraud across messaging surfaces.
I built our first on-device anti-abuse SDK, and deployed ML models and heuristic rules to millions of devices.
I also led initiatives in the privacy working group, ensuring abuse protections could work with minimal data collection and proper guardrails.