Senior Software Engineer
CurrentCurrently working on validating the need for new Web Platform APIs for on-device machine learning, such as WebNN, with a goal of enabling web applications to run models on hardware accelerators (GPUs, NPUs, etc.)- Led the design and specification of various aspects of WebNN, including its tensor representation and how to interleave WebNN and WebGPU workloads- Analyzed on-device deployment processes for models originating in PyTorch, Tensorflow, and JAX- Evaluated and benchmarked frameworks built on specifications such as MLIR, StableHLO, and ONNX- Collaborated with chip designers and ML framework authors in the Web Machine Learning Working Group