Expertise
Where I create leverage
Two pillars. One through-line: AI that ships, and AI you own.
I don't sell AI theatre. I help organisations move from experimentation to operating advantage — and I keep the most capable systems on-prem so the data, and the judgement, stay yours.
01 — AI integration for business
Moving AI from pilot to production across enterprises, founders, and government. The work is measured in outcomes, not demos: agentic workflows, RAG, and copilots that plug into real systems and touch real P&L.
- Agentic workflows & orchestration — autonomous multi-step processes with human checkpoints where it matters.
- Retrieval-augmented generation — grounded answers over your own documents and data.
- Copilots & assistants — embedded in the tools your teams already use.
- Productionisation — evaluation, guardrails, observability, and the boring plumbing that makes AI reliable.
Talk to me about a build →
02 — Local-first & uncensored AI
Privacy-preserving, on-prem inference that escapes cloud quotas and content filters. Your models, your hardware, your rules — capable AI that doesn't phone home with your trade secrets.
- On-prem model serving — run open-weight models on hardware you control.
- Privacy & data sovereignty — no third-party training on your inputs, no leakage.
- Uncensored by design — systems tuned to your domain, not to a platform's policies.
- Cost control — no per-token cloud bills; capacity scales with your own machines.
Set up a local stack →