About
I’m an ML engineer based in Dublin, focused on reinforcement learning systems, experimental infrastructure, and production-facing ML software.
My work sits in the gap between promising ideas and reliable systems. I’m interested in reinforcement learning, controllable agent behaviour, evaluation, and the engineering work required to make ML useful beyond a demo.
I’ve worked in environments where the job is not just to train a model, but to build the surrounding machinery: data flows, interfaces, experiments, tooling, and the habits that make iteration faster and safer.
The goal of this site is simple: make it easy to understand what I work on, what I have built, and how I approach engineering problems.