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Lead end-to-end development of 0->1 products in healthcare. Define strategy and roadmap, prototype with foundation models and retrieval systems, design human-in-the-loop workflows, build evaluation frameworks, partner with engineering/design, work with customers and operations, and establish processes to scale products.