Eoin McAllister
ML engineer working on reinforcement learning, evaluation, and production ML systems.
This site is a straightforward overview of my work. The fastest path is: read a project, inspect the code, then use the research and about pages for context.
Language-conditioned control for RL agents without task-specific retraining.
Based in Dublin. Previously Intel. Currently building at UrbanFox.
RL experiments, evaluation tooling, shared infrastructure, and production ML systems.
Selected project
One concrete example.
Control Console for RL Experiments
A placeholder case study for testing the portfolio structure. It represents the kind of project page I want here: problem, architecture, implementation details, and evaluation.
Start here
How to read the site.
Code and case studies
Use this first if you want to see implementation choices, tooling, and concrete outputs.
ResearchTechnical interests
Use this to see the RL questions I am working on and the kinds of systems problems I care about.
AboutBackground
Use this for quick context on experience, focus areas, and where I have worked.