I build and scale vision foundation models at Meta, training joint image & video models and shipping them across billions of pieces of content on the AI Content Understanding team. Before Meta I worked on perception — 2D segmentation and 3D detection — for self-driving cars at Lyft Level 5, and trained as a researcher under Alexander Wong in the Vision & Image Processing Lab at the University of Waterloo.