I am a Ph.D. candidate at Mila, IID and Université Laval. I am very fortunate to be advised by Prof. Christian Gagné, Mila, IID, Université Laval and Prof. Frédéric Precioso, INRIA, Université Côte d’Azur.
I am interested in building robust machine learning systems for real world deployment. Currently, I work on test time adaptation, out-of-distribution generalization and online finetuning. I also actively collaborate on out-of-distribution detection, adversarial robustness, continual learning, foundation models, model explainability, autonomous navigation, and AI in healthcare. For more information, check out my CV.
Previously, I was Research Associate in ML Lab, IISc Bangalore, under Prof. Chiranjib Bhattacharyya. Prior to this, I have worked as DL Engineer at Donut Research Labs and was part of self-driving software team at NVIDIA, Bangalore.
(Website under re-construction)
Doctor of Philosophy, 2021 - Present
Mila & Université Laval
Master of Technology, 2014 - 2016
Indian Institute of Science, Bangalore
Bachelor of Technology, 2010 - 2014
Sardar Vallabhbhai National Institute of Technology, Surat