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I take ambiguous problems in clinical, life sciences, and operational settings and turn them into specifications, shipped products, and measurable outcomes.

I put AI into regulated workflows, from validation protocols and monitoring to build-vs-buy decisions.

I work across ML, engineering, clinical, commercial, and investor teams, translating between their perspectives.

I stay curious about emerging capabilities, testing what they can unlock in practice.

A collection of work

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