Research Intern
RolesResearch Intern (Alumni)
Education and Previous affiliationDoctoral Researcher at South Asian University
I work on developing statistical, computationally efficient, and interpretable machine learning approaches for integrating and analysing multi-omics data. My current research focuses on using high-dimensional biological data for cancer classification and identifying potential diagnostic biomarkers. I am particularly interested in the theoretical understanding of feature selection and interpretable models, with the aim of understanding which features are important for prediction and what they can tell us about the underlying biological processes. In addition, I am keen to explore the use of Federated Learning in healthcare, particularly for learning from distributed and sensitive medical data.