AI Engineer at RWA, Ireland. Most of what I do is the unglamorous half of shipping AI: making a model's behaviour observable, bounded and cheap enough to run every day.
Every project on this site carries either a measured result or a written reason there isn't one. That second case is the more common one, and hiding it would make the first case worth less.
2026–present
Personal
A weekly agent that searches arXiv, SSRN and the web and scores what it finds against a fixed rubric.
Private repo, no backtest run — nothing to verify yet No measurement
2025–present
Personal
Multi-agent simulation that turns uploaded documents into stakeholder agents and runs policy scenarios.
No accuracy number yet — and that is the honest answer No measurement
2025–present
Professional · RWA
A production MCP server giving internal AI assistants typed, audited access to company systems.
Measured internally at RWA — not mine to publish No measurement
Nothing published yet. Rather than show three invented placeholder posts, this section stays empty until it is real.