ML engineer in London — building AI systems that (mostly) do what they're told.

I work at the intersection of AI, document intelligence, and enterprise systems — mostly wrangling LLMs into doing useful things inside production environments where the stakes are higher than a weekend hackathon.

Right now that means:

• Building Graph RAG agents with hybrid BM25 + vector search, Azure AI Foundry, and a healthy fear of hallucinations
• Designing document intelligence systems that process legal and patent documents at scale
• Exploring LLM evaluation strategies — because vibes-based QA doesn't scale
• Occasionally questioning every architectural decision at 11pm

• 🎓 Graduated from Queen Mary University of London
• 🏙️ Side-questing on different AI tools
• 📚 Obsessive about personal knowledge management and the tools around it
• 🤔 Convinced that most software problems are, at their core, a data modelling problem in disguise

If you're into RAGs, LLMs, NLP, or just want to argue about the right way to chunk a document — find me on Telegram or drop by sepehr.uk.