Independent AI Consultant. Helping SMBs identify, build and optimise AI systems that actually work in production.
OpenAI cost optimisation. Systematic reduction of inference costs across multiple production pipelines. 2–3x cost reduction with no quality degradation.
Sales call analysis. Automated extraction of structured insights from thousands of sales calls. Integrated with CRM, shipped to production.
Document classification pipeline. First LLM pipeline in production: 10,000+ supplier documents classified per day. Still running.
AI is overhyped. Most companies need far less than they think — and a completely different approach than what vendors pitch. I tell you what I actually think, even when it's uncomfortable.
Demos are easy. Systems that work at 3am on a Tuesday, handle edge cases, and stay within budget — that's the real challenge. Everything I build is designed to run in production from day one.
No vendor partnerships, no referral fees. My only interest is that your project succeeds. That's what makes truly independent advice valuable — and rare.