Background
Work Experience
- J.P. Morgan, Senior AI Researcher, 2024 (onwards)
- Postdoctoral Associate, MIT, Feb 2022 - Apr 2024
- Internship, Motional, Oct 2023 - Mar 2024
Education
- Ph.D. in Computer Science, UCD, 2022
- M.S. in Computer Science, UCD, 2019
- M.A in Musicology & Performance, Maynooth University, 2013
- BMus, Maynooth University, 2010
Media
National AI Awards Ireland
TL;DR: I won the best application of AI in a student project for my work in Explainable AI in Smart Agriculture.
International Conference on Case-Based Reasoning
TL;DR: I won the best paper award at ICCBR 2019 which was themed on Explainable AI for my paper regarding Smart Agriculture.
Invited Talks (not exhaustive)
- Jun 2023, ML Labs at UCD: One way to do a Ph.D. (and postdoc)
- Dec 2022, Navy Centre for Applied Research in Artificial Intelligence: Interpretable Deep Reinforcement Learning
- Mar 2022, Imperial College London: Explaining Black-box algorithms
- Feb 2022, Robert Gordon University: On the utility of explanation-by-example
- Nov 2019, KBC Data Science Bootcamp: Explaining Artificial Intelligence Black-Box Systems
Academic Services
- Reviewer, NeurIPS 2021-2023
- Reviewer, ICLR 2023
- Reviewer, AAAI 2021
- Reviewer, ICML 2022-2023
- Reviewer, Artificial Intelligence Journal 2021-2022