Staff Machine Learning Engineer at Meta with wide ML experience building large-scale recommender systems, distributed training platforms, and real-time 3D perception systems. Technical lead across Meta, AWS, and MicroVision, with a track record of architecting production ML systems, improving large-model training performance at GPU-cluster scale, and developing low-latency Perception pipelines deployed in automotive environments.