AI & Software
AI systems that work in production — not demos.
Alongside my work in regenerative manufacturing, I design and build AI software. I help teams turn AI from a science experiment into something that ships: multi-agent workflows, retrieval systems, and full-stack AI apps — engineered to be cheap to run and built to last.
A decade of hardware engineering taught me to build things that survive the real world. I bring the same standard to software — I obsess over the unglamorous parts (cost, reliability, maintainability) so the system still works on day 300, not just the day of the demo. I route every task to the cheapest model that can do it well, which routinely cuts AI bills by 50–90%.
Offerings
How I can help
AI Workflow Audit
A fixed-scope engagement. I map one of your processes end-to-end, find where AI cuts cost and time, and hand you a prioritized build plan — model recommendations, effort estimates, and what to build first. Know what's worth building before you spend building it.
Custom AI Agent & Workflow Build
I design and ship a production-grade AI workflow for a specific job — intake, research, support triage, content ops, data extraction. Multi-model routing, human-in-the-loop approval gates, cost tracking, and real monitoring. A system your team can run and trust, not a notebook.
RAG & Knowledge Systems
Turn your documents, tickets, and tribal knowledge into an AI you can actually ask — with citations, so you can trust the answers. Pinecone, FAISS, or custom retrieval, tuned for accuracy and cost.
Fractional AI Engineer
Ongoing retainer. I embed with your team to build, ship, and maintain AI features — and level up your engineers along the way. Senior AI capability without a full-time hire.
Not sure which you need? Start with an audit — it pays for itself.
Proof
Things I've shipped
Conductor
A platform for building multi-model AI workflows visually. Routes each task to the cheapest capable model, with real-time streaming, cost tracking, and human-in-the-loop gates. Verified up to 96% cost savings on multi-agent pipelines.
Writing Room
A full writing app with an AI coach, four parallel AI reviewers (structural, line, devil's advocate, voice), focus sprints, and voice-drift detection that keeps your prose sounding like you.
Sanctum
A personal-growth coaching platform with AI-guided sessions, pattern tracking, and reflective summaries, built on a structured 10-dimension framework.
Have something you want built?
Tell me the problem — I'll tell you if AI is the right tool, and what it'd take.
Get in touch