I am a first year PhD student at UMass Amherst working under the supervision of Prof. Subhransu Maji on data efficient learning algorithms.
Previously, I was a Research Fellow at Microsoft Research, working with Dr. Prateek Jain, Dr. Harsha Simhadri and Dr. Manik Varma on the EdgeML project. I worked on developing tiny and accurate Computer Vision models which can be deployed on severely resource-constrained devices.
I did my Bachelors and Masters in Tech. in Electronics and Electrical Communication Engineering with a minor in Computer Science and Engineering from Indian Institute of Technology Kharagpur. Here I did my Thesis with Prof. Debdoot Sheet in medical imaging.
I am excited about research problems involving the design of efficient techniques for solving various Computer Vision problems. I am also interested in Vision algorithms inspired by human cognition.
Computer Vision, Deep Learning, Efficient Learning, Medical Imaging, Bio-Inspired Vision