gvinayak.github.io - Vinayak Gupta

Description: PostDoc at UW CSE

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I am a Postdoctoral Scholar in the Paul G. Allen School of Computer Science and Engineering at the University of Washington . I am fortunate to be advised by Tim Althoff and work alongside the amazing researchers in the Behavioural Data Science Lab. My research interests are in data mining. In particular, I work on deep generative, graph-based models, and temporal point processes, with applications in sequential data mining, missing-data imputation, spatio-temporal prediction, and community detection.

Before joining UW, I was an AI Research Scientist at IBM Research , New Delhi, India. I completed my Ph.D. from the Department of Computer Science at the Indian Institute of Technology Delhi. At IIT-D, I was advised by Prof. Srikanta Bedathur and collaborated extensively with Prof. Abir De . Even before, I received my bachelor's in Computer Science and Engineering from the Indian Institute of Information Technology (IIIT) Jabalpur . I have also worked as an Applied Scientist-Intern at Amazon , and as an R&D

I worked as a Research Scientist at IBM India Research Lab (IRL), New Delhi. Our goal is to understand the properties that are necessary for an automated business intelligence system. Amazon Jan 2022 - Jun 2022 Applied Scientist Intern I worked with the ML team on time-sensitive reward distribution for users in Amazon Pay using their transactions and purchases. The project involved learning the temporal relations between different user payment records. Siemens Healthineers AG May 2016 - Jan 2017 Research In

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