Resume
Academic Achievements
- Distinguished Paper Award at FSE 2025 for work on hallucination detection in LLMs using Metamorphic Relations.
- York University Research Award (2025).
- Named IBM Champion in both 2024 and 2025.
- CAS Project of the Year Award at IBM TechXChange 2024 for modernizing issue management systems using software analytics.
- NSERC Alliance International Catalyst Grant: 'Hallucination Detection in LLMs using Metamorphic Testing'.
- Full paper accepted at ICSE 2024: 'ChatGPT Incorrectness Detection in Software Reviews'.
- NSERC Alliance Grant (co-PI): 'Robust Machine Learning for Quantum Sensing'.
- Transdisciplinary Grant from University of Calgary: 'The Generative AI Disruption'.
Research Experience
- Associate Professor, York University (2023–Present).
- Assistant Professor, University of Calgary (2020–2023).
- Senior Data Scientist, Bank of Canada (2018–2020).
- Data Scientist, Apption Inc., Canada (2016–2018).
- Researcher & Machine Learning Software Developer, IBM Canada (2011–2015).