
A JARVIS-style assistant for biology work: a conversational layer over lab and literature context. An earlier build than the rare-disease drug-discovery engine below.
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Twenty-year Genentech drug-discovery veteran building autonomous learning systems for labs.

A JARVIS-style assistant for biology work: a conversational layer over lab and literature context. An earlier build than the rare-disease drug-discovery engine below.
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A rare-disease platform that uses precomputed multilevel biological representations to power two world models: one generates personalized mechanistic disease hypotheses, the other designs patient-specific AAV therapeutics. Pareto frontiers balance biologist intuition with machine-learning exploration. The demo focused on Duchenne muscular dystrophy.
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