Seven years shipping production systems from product spec through frontend, backend, and the infrastructure that holds them together. I've built greenfield platforms that replaced costly third-party stacks, scaled conversational AI to millions of users, and orchestrated cross-border systems across markets. Most useful where the problem is open-ended.