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AI/ML Engineer
Computing student at TU Dublin. Co-founder, Red Hat Trusted AI alum, and someone who cares about shipping ML and APIs that hold up in production.
Computing Science student with a focus on Machine Learning, cybersecurity, and software development. I've co-founded several tech startups, contributed to Red Hat's Trusted AI team, and spent a few thousand hours teaching the fundamentals. I'm most interested in the unromantic parts: writing code that's tested, infrastructure that scales, and documentation a colleague will still understand a year from now.
Towards Trustworthy AI in Financial Compliance
Undergraduate thesis at TU Dublin: an explainable Graph Neural Network for anti-money-laundering on the Elliptic2 dataset, evaluated against the EU AI Act and the ALTAI seven-pillar framework. A two-layer GATv2 with attention pooling reaches 0.515 PR-AUC, roughly 2.47x the best p…
