I am currently working as a Senior Research SDE in the Dialogue group at Microsoft Research, Montreal.
My research focuses on natural language generation for dialogue systems, evaluations of such systems and on end-to-end trainable dialogue systems.
I am also highly interested in text-based interactive image generation using Generative Adversarial Networks and multi-modal dialogue systems.
My research interests are broadly Deep Learning, Machine Learning, NLP and Computer Vision.
I received my M.Sc. in Computer Science from the University of Toronto where I worked with Prof. Ruslan Salakhutdinov and the Machine Learning Group.
My thesis was titled Action Recognition and Video Description using Visual Attention.
At UofT, I mainly worked on deep recurrent visual attention models for action recognition.
I received my B.Tech. in Computer Science from IIT Kanpur.
I did a research internship at Cornell University’s Personal Robotics Lab where I worked with Prof. Ashutosh Saxena on learning context-driven trajectory preferences for robots.
Prospective interns: If you have a strong demonstrated interest in Multi-modal Dialogue or Conditional Image Generation using GANs, send me an email on my Microsoft Email ID with the subject line starting with "[internship-application]".
Cornell University CS News, News Link, Dec 2013. Attention, Kmart shoppers: there's a robot checker open in aisle six, Kurzweil AI, Nov 2013. Robots trained to become less deadly, FOX News, Nov 2013. Robots can learn to hold knives -- and not stab humans, NBC News, Nov 2013. Cornell Researchers Help Robot Unlearn Stabby Motions With A Human Trainer, TechCrunch, Nov 2013. IEEE Spectrum, Daily Mail (UK), CBS News, CNET, Huffington Post (UK), Gizmodo, PopSci, Slashdot Front page, ACM Technews, Discovery Channel Daily Planet, Nov 6, 2013. |
The postal address given here is the mailing address for all Microsoft Research Montreal employees. Therefore, do not forget to write my name too.