I am currently a third-year PhD student at Université de Montréal (MILA) advised by Prof. Aaron Courville. My interests lie in applications of machine learning/deep learning in natural language processing. I am currently working towards approaches where NLP models have better generalization capabilities and hence are more robust in practical environments. Previously, I had been working in the natural language generation (NLG) project in IBM Research India for three years and have published papers in top conferences and journals like NeurIPS, ACL, NAACL, INTERSPEECH, and Computational Linguistics. Our work on NLG was successfully deployed to provide match insights and commentary in US Open 2020 Tennis Tournament. At IBM, I also contributed towards the IBM Project Debater, which received wide news coverage worldwide because of a LIVE machine vs human debate. Prior to joining IBM, I held positions like Applied Scientist at Microsoft Bing Ads (2013-2015) and SDE at Amazon.com (2010-2011).