Three years building AI in production, starting with computer vision before ChatGPT existed. I did not learn this on clients: I spent the first stretch as the technical partner behind other AI agencies, building the systems they put their logo on.
When your agent mishandles an objection at two in the morning, I can go into it and fix the thing itself.
2022
Computer vision, in production
Two drone systems: automated warehouse inventory, and surveillance. Both still running today. This was before ChatGPT existed, which matters mainly because it means I learned this as engineering rather than as prompting.
2024
Training LLMs for US tech
Worked with some of the largest names in American tech on model training and evaluation across more than ten industry projects. This is where I learned what these models are actually reliable at, and where they quietly fall over.
2025
Voice agents and automation
Started as the technical partner behind other AI agencies before putting my own name on anything. Now building voice and SMS systems for businesses in the US, UK and Australia.