AI systems that remove operational friction.

I help teams build and deploy AI systems that actually work in production—evaluation frameworks, LLM architecture, RAG pipelines, and business automation. I’ve worked across finance, digital assets, and sensitive environments where reliability and correctness matter.

Recent work includes automating document-heavy workflows for a trade-show design firm and building air-gapped LLM systems for high-constraint environments.

I operate as an independent consultant, work directly with clients, and take on a limited number of engagements to go deep.

If you’re dealing with manual processes, brittle AI systems, or unclear architecture, I can help.

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