Before commencing doctoral studies, worked as a Research Associate at Oneirix Labs, where he was involved in developing algorithms using applied mathematics and computational statistics, with a particular emphasis on their applications in Medical AI.
Education
Ph.D. student at the ECE department, Indian Institute of Science (IISc), Bangalore, advised by Dr. Prathosh A.P; currently also mentored by Dr. Ananda Theertha Suresh. Post-graduate studies in Statistics from Indian Statistical Institute (ISI), Chennai, under the supervision of Prof. Sudheesh Kumar K. Undergraduate studies in ECE from Indian Institute of Engineering Science and Technology (IIEST), Shibpur.
Background
Research interests include designing privacy- and uncertainty-aware learning algorithms, particularly understanding the contribution of individual data points in the learning process and developing techniques to remove or 'unlearn' the effect of specific data. Topics of interest include differential privacy, machine unlearning, conformal prediction, and calibration.