Senior machine learning engineer who owns ML components of an AI assistant product across the full production lifecycle - dataset prep, training, validation, serving, and refinement - using Python, PyTorch/JAX, and GPU infrastructure, translating research into reliable production systems and mentoring other ML engineers.
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