Owner and operator running a restaurant while shipping software. The AI ops layer closes the food-scene gap: AI gap analysis, analytics-driven menu engineering, image-to-table ordering, generative social-media and brand assets, AI-driven dish creation in collaboration with the chef.
Learning French in public — a multi-year YouTube + Instagram commitment. A builder's theory: shipping software for Europe means speaking it.
Op-ed in Dhaka Tribune: Policy Recommendations for the Interim Government of Bangladesh. A builder writes policy because every governance failure is a product failure.
Essays on hiring, 1-on-1 coaching, and why 97% retention is a design problem, not an HR one.
Gaming trains systems thinking, onboarding flows, and progression loops — the same muscles that make a PM sharp.
Fashion sensibility and the UK–EU crossover inform product decisions: restraint, specificity, and knowing what to leave out.