I work at the intersection of AI systems, business strategy, and technology consulting — translating complex business problems into production-ready intelligence systems that people actually use. My background is unusual by design: I came into AI through business and operations, not purely engineering. That shaped how I think — before models, before architecture, before tooling, the real question is always, “what decision are we improving?”

Today I build AI-first systems involving LLM architectures, RAG pipelines, semantic search, agentic workflows, and AI product strategy — leading end-to-end development from concept to production while balancing model performance, latency, cost optimisation, governance, and real-world usability. At IndiGo, one of the world’s largest airlines, I worked across operational analytics and business technology for a 300+ aircraft fleet, leading ML-driven optimisation that delivered measurable cost savings and executive-level decision support.

I’m currently pursuing an MSc in Business Analytics at UCD Michael Smurfit Graduate Business School, with formal training in AI & ML (IIT Kanpur). I write on strategy, analytics, and AI, host two podcasts, mentor early-career professionals, and am open to consulting in Ireland and globally.