Umesh K. Email & Phone Number

My Ph.D. research focused on self-supervised learning, deep generative models, and scalable multi-causal inference methods for rational computational cognitive science. Our research and development pipeline is within the Bayesian deep learning framework using simple, scalable, and distributed high-performance probabilistic ML tools that intend to democratize the scientific modeling and advanced AI with its outcome. Our target problems live in the spatial-temporal and physical world.