Publications: 'Optimal Neighborhood Contexts in Explainable AI: An Explanandum-Based Evaluation' in IEEE Open Journal of the Computer Society (2024); 'On the Impact of Neighbourhood Sampling to Satisfy Sufficiency and Necessity Criteria in Explainable AI' at Causal Learning and Reasoning, UCLA (2024); 'Explaining Medical Workflows via Feature Importance and Performance Metrics' in IEEE Computer Based Medical Systems (2021).
Research Experience
Software Engineer: Optum Global Solutions - 1 year 3 months (2018-2019).
Education
PhD: Munster Technological University, Ireland (2019-2024), specializing in Explainable AI; B.Tech: National Institute of Technology, Raipur, India (2014-2018).
Background
Research Interests: Explainable AI, Mechanistic Interpretability of Models. Bio: Recently finished her PhD at Munster Technological University, Ireland. She considers herself an average human being who enjoys dancing and cooking, becoming increasingly skilled at making cocktails.
Miscellany
Personal interests include dancing, cooking, and making cocktails.