Formerly led simulation & testing for emergency vehicle, human controlling traffic, and school bus interactions at Cruise. Worked on generative AI for simulating road actor behavior in the same. Previously led machine learning at the Square Ecommerce team, where he built the ML features of the Photo Studio mobile app and the PDF to catalog importer feature.