Lead ML/AI Engineer. 10 years building production systems — not prototypes.
I optimise inference APIs serving 15M+ daily requests. I have scaled multi-agent LLM systems powering 100K+ automated workflows. I built an in-house LLM that benchmarks against the frontier models.
I also open-sourced a document AI pipeline (500+ GitHub stars) that can process 1M+ documents per day — with tiered OCR, trained VLMs for layout and structured extraction, and a search index over 5 million US legal documents.
I work with a small number of founders who want to build something real — not get advice about it.