AI features, production-ready

AI features that ship rather than demo. I build RAG pipelines with real retrieval quality, scoring engines that turn raw data into actionable insight, natural-language query translation, and report generators wired into products the way production systems should be. Prompting is the easy part; the hard part is reliability, cost control, and graceful degradation, and that is where my work lives. If your product needs to feel genuinely smarter without becoming flaky, this is the engagement.