I turn LLM ideas into production features for SaaS teams.
Docs assistants that cite their sources. RAG pipelines that retrieve the right chunk. Document extraction that survives messy inputs. Built in Python/FastAPI, containerized, deployed, and handed over with docs.
I measure retrieval accuracy before I call anything done — no "it seems to work."
Send me the problem, not the spec. I'll tell you straight whether AI is the right tool for it.... Read more