Senior AI/ML Engineer with 8+ years building and deploying intelligent systems. At Workday I work on machine learning and AI, with a focus on LLM evaluation. At MIT Critical Data I lead BODHI and co-lead DOJO, two research groups on the evaluation and safety of medical AI; I study how clinical AI fails (MICCAI 2026, NeurIPS 2026 workshop), lead a 20+ person working group on JEPA and world models, and am project lead on an Anthropic AI for Science Award. Led 40+ funded projects across health, climate, and scientific computing, taking AI from research to production. Previously at CeADAR (Ireland’s National Centre for Applied AI) and Harvard’s Visual Computing Group.