Optimize and profile large-scale ML training and cloud inference workloads to maximize efficiency and throughput. Design reusable cross-target optimizations and benchmarking tools for GPU compute clusters. Requires 10+ years of experience in performance engineering, Python, and GPU infrastructure.
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