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UC Berkeley alum, storyteller, artist, and systems builder creating ambitious tools where AI augments human judgment without replacing it.
Turnproof compiles conversational contracts into runtime guards and adversarial tests, so Alexa+ add-ons survive corrections, interruptions, retries, and model drift without losing intent.
Proofline shows how deterministic Python tests turn plausible AI-generated code into verified software, with visible failures, guided repairs, and reproducible evidence.