I am a second year Master's student in the CS department at McGill under the supervision of Dr. Doina Precup. I have been fascinated with Bayesian Learning ever since I took professor Simon Lacoste-Julien's Probabilistic Graphical Models course at MILA and briefly investigated modeling uncertainty using Bayesian Networks for driving exploration in Reinforcement Learning. Currently I am working on efficient approaches for modeling distributions as part of Model Based RL (MBRL).
Prior to joining McGill, I worked as a Research Associate (2016-2018) at Indraprastha Institute of Information Technology, Delhi (IIIT-D) under the guidance of Professor A.V. Subramanyam. My work at IIIT-D revolved around devising general counter forensic methods for popular image processing operations such as Median Filtering. Furthermore, I investigated few shot learning based approaches for the problem of Object Tracking.
I completed my Bachelor's in Instrumentation and Control Engineering (2011-2015) from Netaji Subhas Institute of Technology, Delhi University, following which I joined EXL Services (2015-2016) as a Business Analyst. My work at EXL involved validation of underwriting, balance consolidation and debt sale models used for generating financial insights as part of the credit card portfolio.
Prior to joining McGill, I worked as a Research Associate (2016-2018) at Indraprastha Institute of Information Technology, Delhi (IIIT-D) under the guidance of Professor A.V. Subramanyam. My work at IIIT-D revolved around devising general counter forensic methods for popular image processing operations such as Median Filtering. Furthermore, I investigated few shot learning based approaches for the problem of Object Tracking.
I completed my Bachelor's in Instrumentation and Control Engineering (2011-2015) from Netaji Subhas Institute of Technology, Delhi University, following which I joined EXL Services (2015-2016) as a Business Analyst. My work at EXL involved validation of underwriting, balance consolidation and debt sale models used for generating financial insights as part of the credit card portfolio.