I lead an AI applied research and engineering organization at Meta Reality Labs responsible for developing computer vision, machine perception and speech/NLU technologies for augmented reality glasses. This involves working with a large cross functional team of engineers and product managers to enable the AI use cases in our products. Our work cuts across the full ML stack - algorithms, model architecture, model optimization, deployment and SW/HW co-design. My research interests include all aspects of buiding efficient AI solutions.