About Me
I am a Ph.D. student in Computer Science at Washington State University, where I am fortunate to be advised by Prof. Jana Doppa. My general research interests are in Machine Learning (ML) and Artificial Intelligence (AI), with a main focus on developing robust, safe, and trustworthy deep learning algorithms and theoretical frameworks for addressing critical real-world challenges within safety-sensitive domains. My current work focuses on:
- Adapting calibration-based uncertainty quantification methods, like Conformal Prediction, to facilitate effective and secure human-ML collaboration.
- Developing Trustworthy Out-of-Distribution (OOD) Detection methods to ensure the reliability of ML models deployed in real-world applications.
Education
- Ph.D., Computer Science
Washington State University (2022 - present) - BS., Statistics (First Class Honors)
University of Nigeria (2014 - 2018)