About

I am a Machine Learning leader who enjoys applying AI to different problems and building solutions that actually work well in the real world, across risk evaluation, robotics, customer support, and audit practices.

Currently, I’m a Staff ML Engineer at Fieldguide where I’m building AI tools to help accounting firms work more efficiently. I’m a founding member of the AI team and helped build Field Agents, an AI system that can automatically handle audit tasks while keeping humans in the loop for oversight. At Amazon, I built systems to catch fraudulent sellers and used AI agents to automatically resolve seller issues, helping keep the marketplace safer and reducing manual work. At Brain, I developed AI for robots that scan grocery store shelves, giving stores real-time insights about what’s in stock - now running in 500+ stores. At ID Analytics (now a part of Lexis-Nexis Risk Solutions), I built fraud detection and credit risk models that help companies quickly spot suspicious applications and assess creditworthiness, making lending decisions faster and safer.

You can find my resume here.