San Francisco Bay Area
Technical leader and core contributor/initiator of many of the ml systems and infrastructure that power Tesla AI (Optimus and FSD). Including large scale distributed training infrastructure, model export and quantization, GPU performance optimization, data infrastructure and research tooling. The models produced (FSD V13/14) have been shipped to millions of vehicles and driven billions of miles. I’m currently working on robot learning at Sunday. Passionate about building ml systems, models and products that positively impact people’s lives.
Leading infrastructure and systems software for Machine Learning and Robotics. Join the team https://www.sunday.ai/careers
Building the machine that builds the models. Lead ml training and inference infrastructure (15+ engineers) for Autopilot and Optimus.
Started and lead a team (5+ engineers) working on all things AI Inference for Autopilot and Optimus. We worked on quantization, low precision training, model compression, system modeling and optimizing neural networks for HW acceleration and tooling for neural network eval + debug.
Make AI workloads go fast
Helped ship the wireless subsystem for iPhone X and 11.
Power system architecture, found and resolved critical failure scenarios in Nvidia's datacenter gpus.
Novel research in short reach links for high density chip to chip communication.