Driving data to make AI work.
Senior R&D Manager (Data Science) at Black Duck Software · Belfast, UK · Ph.D. MEng FRSS AdvDSP MBCS
PhD in trust & autonomous systems (University of Liverpool / QUB) · Co-founder of Farset Labs · Treasurer at BSides Belfast · Director at NI Open Government Network
- Getting the data right so the AI can work — governance, architecture, and the unglamorous plumbing
- Productionising LLMs at scale: data quality → compliance → 30B+ tokens/month
- AI regulation in practice: NIST AI Framework, EU AI Act, Cyber Resilience Act
- The AI Bubble Isn’t Bursting. Its Reflections Are.
- The Code Doesn't Care Who Wrote It: Why Context, Not AI Fear, Will Define Modern Application Security
- Bolstering Claude Code: A Personal Development Environment Configuration Guide
- GPS III: Where Are We? And Where Are We Going? [Archive]
