Unravel
Voice-led research teammate for teams that need decision-grade qualitative evidence.
Strategic Builder
Building AI products that earn trust in real decisions.
I turn ambiguity into shipped experiments, evidence, and clear next moves. I work across design, strategy, and code with a bias for practical execution.
Right now I am focused on AI research workflows that help teams move from conversations to confident product decisions.
Recent Evidence
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Unravel
Live pilots with quote-level traceability used in real decision reviews.
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AI Interviewer Chatbot
Prototype validated that adaptive follow-up improves qualitative depth versus static surveys.
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GolfShare
Shipped concept to test social cohesion across split golf flights.