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AI inference and performance engineering - building systems where models run efficiently, reliably, and at scale. My work spans the full inference stack which includes Profiling bottlenecks, Optimizing serving paths, and Hardening pipelines for production load. I look into the measurable gains like latency, throughput, and correctness under real constraints. Earlier in my career I led product and platform engineering - designing services end to end and shipping complex systems from early prototype to stable deployment. |
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