Principal data scientist on Microsoft's Copilot/MAI Ecosystem Data Science team: defines North Star metrics, experimentation frameworks, and causal-inference analyses that guide AI product and investment decisions, partnering with product, engineering, and executive leadership. Core toolkit: Python/R/C++/Java/C#, statistics, experimentation.
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