About
Product Manager working on e-commerce products for the past 4 years. My path in e-commerce retail ran through a decade of model-based verification and validation on safety-critical avionics and railway signalling products, where every release meant proving product behavior matched intent. That background shapes how I build today. Data-driven decisions, rigorous testing of assumptions and product quality at every stage. Currently focused on UX enhancements, AI evaluations and Human evaluation workflows that make AI products reliable.
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Maker History
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Joined Product HuntJuly 5th, 2026
