I build AI products that earn user trust rather than just demonstrate capability. Over 15 years I have taken products from spec to production across SAP utility implementations, a SaaS startup, and now an AI-native consultancy where I have shipped QuestMaker, a live consumer AI product using Claude and Gemini, alongside an eight-agent delivery workflow used on every client engagement at Pacha Pacha.

My edge is product judgment at the AI layer: knowing when a model is the right solution and when it is not, how to design for failure modes before they reach users, and how to move a product from impressive demo to something people actually rely on.