I am currently pursuing a PhD in Computer Science at McGill University and MILA under the supervision of Dr. Doina Precup.
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Research Interests:

  • Reinforcement Learning
  • Relational Learning
  • Bayesian Modeling
I am currently working on coordination among agents in the multi-agent reinforcement learning setting. I am also interested in exploring representation learning and value-based planning methods. I previously worked on efficient approaches for modeling uncertainty and planning as part of my Master's thesis.

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 briefly 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.