I am an Assistant Professor at the Department of Electronics & Electrical Communication Engineering, IIT Kharagpur, India. Prior to this, I had a short stint as an Assistant Professor (Lecturer) in ML & AI at the Department of Computer Science, University of Bath, UK (Sep. 2022 to Apr. 2023). 

I work in the area of deep learning and inverse problems in imaging. My research objective is to develop novel, computationally efficient, and provably convergent algorithms for challenging image analysis problems by combining model- and data-driven approaches. 

I was a postdoc with Prof. Carola-Bibiane Schönlieb at the Cambridge Image Analysis (CIA) group, DAMTP, University of Cambridge, where I was a member of the AI and image analysis team for the all-in-one cancer imaging project conducted by a group of mathematicians, computer scientists, and radiologists at the University of Cambridge.  

Before joining Cambridge, I worked with Prof. Ozan Öktem as a postdoc in the imaging group at the Dept. of Mathematics, KTH, Sweden. I completed my Ph.D. in September 2018, at the Indian Institute of Science (IISc.), Bangalore, under the supervision of Prof. Chandra Sekhar Seelamantula

Visit my Google Scholar profile to see my complete list of published articles. My detailed CV can be found here

Prospective students: I am looking for students with a strong mathematical background and programming skills for both Ph.D. and master's projects. If you are a student at IIT Kharagpur and would like to work with me, drop me an email for further discussion. 

Prospective collaborators: I have been very fortunate to have the opportunity to work with outstanding students and researchers from varied academic backgrounds, especially during and after my postdoc. If you are broadly interested in the theory and applications of machine learning in the context of imaging (and beyond, when it comes to theory) and believe that we can mutually benefit from a collaboration, please feel free to drop me an email.