My journey began in 2010 with Healthcare R&D team in Siemens Information Systems Ltd. I was fortunate to work with some of the best mentors on challenging problems. It setup platform for an in-depth and rigorous research and motivated me to join IIT Delhi for higher studies. I explored different domains while consistently remaining active in my doctoral research. I am continuing my journey as Assistant Professor at the Department of Computer Science and Engineering, IIT Jodhpur.
I am interested in fundamental as well as applied research problems of machine learning, resource constrained AI, medical image analysis, and Biomedical Circuits and Systems. I have funded PhD and RA positions available in my group. Students with strong research aptitude are encouraged contact me with updated resume.
Education
PhD in Computer Technology (Electrical Engineering), IIT Delhi, 2019
M. Tech in Computer Technology, 2013, IIT Delhi
B. Tech in Electronics and Communication Engineering, Indian Institute of Information Technology Jabalpur, 2010
News
[May 2022] Indian Patent filed on "Adaptive Frame Resolution Based Image System for Always-On Imaging Applications".
[Mar 2022] Our work on "BAFL: Federated Learning with Base Ablation for Cost Effective Communication" is accepted in ICPR 2022.
[Mar 2022] Our work on "AI driven Wide Dynamic Range CMOS Image Sensor" is accepted in AICAS 2022.
[Mar 2022] Delivered invited talk on "Current Trends in Medical Imaging" in the webinar organized by IIT Mandi iHub and HCI Foundation.
[Jan 2022] Our work on "Data Driven Estimation of COVID-19 Prognosis" is accepted in ISBI 2022.
[Dec 2021] Our work on "Branching Out for Btter BYOL" is accepted in NeurIPS 2021 Workshop: Self-Supervised Learning - Theory and Practice.
[Nov 2021] A Student Abstract on “MBGRLp : Multiscale Bootstrap Graph Representation Learning On Pointcloud,” is accepted in AAAI 2022
