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I’m currently building AI infrastructure and retrieval systems at Bloomberg. Before that, I shipped C++ SDKs and cloud services at Microsoft.

I care deeply about the systems and workflows that enable teams to ship software quickly and predictably.

Featured Writing

[Lab Note] Cost-Per-Correct as a Key LLM Metric
February 12, 2026
A practical case for optimizing LLM systems on cost-per-correct instead of quality metrics in isolation.
GPT-5's First Week: Margin Engineering, Context Ceilings, and Token Discipline
February 10, 2026
Why GPT-5's unified router model changes AI unit economics and why token discipline is becoming a core engineering capability.

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