Sanket is a Computer Science Ph.D. student at Stanford University. He works at the Medical AI and Computer Vision Lab (MARVL) led by Prof. Serena Yeung. His current research is focused on using Computer Vision and Deep Learning for cellular imaging to study the impact of neurodegenerative and viral diseases on the molecular machinery of the cell. His previous research spanned multiple domains including Computational Genomics, Proteomics, and Parallel Computing.
His primary focus is the development of label-efficient Computer Vision methods for high-resolution 3D data. He leverages approaches from self-supervised and semi-supervised learning, active learning, and domain adaptation to build robust models which generalize well, even across noisy datasets and domain shifts.
