LRQA
Full Stack Developer, 2024 to 2026
- Built EiQ One AI, a GenAI system over 85 million supply chain data points.
- Shipped a working MVP in one month with a four-person team.
- Tested a large supply chain platform to 80 percent coverage.
I fix the half everyone skips.
I am Matthew Bilo. I make AI agents durable, observable, and cost-capped. Most AI projects die in production. That is the part I take. (Someone has to.)
Experience from
Where the work came from.
Sitemate
Full Stack Engineer, 2026 to now
- Works on live AI agent systems in production.
- Covers durable execution, evals, latency, and cost control.
How I work
I open with a failure autopsy. We look at what broke, what the eval missed, and what it costs. Then I fix it and leave a postmortem you can share.
Who this is for
Technical leaders with a live agent problem. If production is failing and the budget is burning, that is the conversation. If you need a chatbot, I will name who to call.