Freelance AI & integrations engineer
Retrieval systems, LLM pipelines, and the unglamorous API integration work that makes them production-ready. Shipped, monitored, and handed over with documentation.
Services
Every engagement is scoped and priced up front, so you know what you're getting before you commit to anything.
You know what you want the AI to do. I turn that into a working feature in your product — not a demo.
Connecting your systems to someone else's, including the parts their docs don't mention.
The manual process someone on your team does every week, replaced with something that runs on its own.
Selected work
Each one started as a problem someone described on a call. Click through for what was broken, what I did, and what changed.
Classified and routed 400+ daily support emails, cutting first-response time from 9 hours to 20 minutes.
Retrieval over 12,000 internal documents with answers grounded in cited sources.
Two-way sync between Stripe and a legacy ERP, with reconciliation that catches drift before finance does.
How it works
A 30-minute call where you describe the problem. If I'm not the right person, I'll tell you on the call and point you somewhere better.
Within two days you get a written scope: what I'll build, what I won't, what it costs, and when it lands. Fixed price. No hourly surprises.
You get working software weekly, not a status update. You can see progress and change direction while changing direction is still cheap.
Code in your repo, documentation your team can follow, and a walkthrough. Nothing is locked to me.
About
I'm a freelance engineer working on AI features and systems integration. Most of my work is with small teams who have a clear idea of what they want built and need someone who can actually finish it.
I care more about whether something works in production than whether it demos well. That means evals, error handling, retries, and monitoring — the parts that get skipped when a proof of concept gets promoted by accident.
TODO: add a line here about your background — what you did before freelancing, or what got you into this.
Stack
Tell me what's broken or what you're trying to ship. If I can help, I'll say so. If I can't, I'll say that too.