I ship AI
products people actually use.

AI/ML Product Manager — Workhuman

Own product strategy, roadmap, and delivery for Workhuman iQ — an enterprise AI platform delivering actionable workforce insights. Led launches of Skills Intelligence, AI Assistant, Inclusion Advisor, Retention Graph, and the Future Leader Model, with responsible AI practices embedded end-to-end.

AI Product Manager · Contract — Laya Healthcare

Led development of an AI-powered claims processing solution using OCR and computer vision. Members upload claim documents via the mobile app; key fields are extracted automatically, cutting manual effort and turnaround time on insurance claims.

Gen-AI Product Owner — AMCS Group

Limerick, Ireland

Spearheaded integration of GenAI features across AMCS' SaaS suite. Partnered with engineering and UX to define the AI roadmap, refine user stories, and prioritize on business impact. Shipped a GenAI conversational interface over product documentation that improved user self-service.

Product Owner — AMCS Group

Limerick, Ireland

Owned backlog, sprint planning, and delivery in an Agile SaaS environment. Shipped a GenAI feature for retrieving, computing, and presenting complex ERP data through an intuitive chat interface. Winner, Global Innovation Conference 2023.

Business & Data Analyst — AMCS Group

Limerick, Ireland

Identified actionable data points and automated extraction to generate business-critical insights. Re-engineered one process from ~30 days to 3–5 seconds with higher accuracy. Recognised with the Most Insightful Innovation Award, Global Innovation Conference 2022.

Income Assessment Analyst — Abtran

Sligo, Ireland

Extracted data from multiple sources and ran financial/revenue analysis on applications for Ireland's National Childcare Subsidy, applying the compliance rules of the National Childcare Scheme end-to-end.

Business Strategy Intern — Photonomi Global Group

Mayo, Ireland

Evaluated business and project goals and drafted strategy recommendations grounded in People Analytics — surfacing organisational bottlenecks and growth levers for the leadership team.

Business Operations Analyst — BYJU'S (Think & Learn Pvt. Ltd)

India

Built a data-driven sales operations system inside an Agile environment at one of the world's largest ed-tech SaaS platforms — driving measurable lifts in customer satisfaction, retention, and re-subscription.

Founder & Team Lead — Capsule Project

Founded and led an R&D start-up in sustainable renewable surface energy harvesting, spun out of the award-winning 2013 invention "Electricity from Traffic" — Google Science Fair top-90 and Scientific American Science in Action top-15.

R&D Intern — EGlobetech India

Built data-driven solutions for bionic limb products. Optimised EMG signal recognition for different limb movements using machine learning in R and Python — the first ML model I shipped.