My research interests span both theoretical and applied aspects of Quantum Computing & Artificial Intelligence (AI)/Machine Learning (ML)/Deep Learning (DL). Current focus is on applications of quantum methods & AI/ML/DL in Computational Biology and Healthcare (with an emphasis on protein design and drug discovery), Computational Creativity, Cybersecurity, Autonomous driving, E-commerce, Wireless systems, Blockchain technologies, Energy, Internet of Things (IoT), Computer Vision, and Natural Language Processing.

Some ongoing projects include theory and applications of deep learning and quantum AI, human-assisted drug discovery, generative models, graphical models, and learning under uncertainty or resource constraints along with their intersections with optimization and game theory.