I turn complex and ambiguous systems into products people {{ heroSwap }}

Featured work

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Agentic change management Designing AI behavior in a high-stakes workflow

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Policy Manager Turning a fragmented system into a scalable foundation

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Risk Review Improving every review before it even begins