Deb is a Research Scientist at Adobe Research, Bangalore. His research interests include LLM efficiency improvement, non-convex optimization, event-series forecasting, learning to rank and fairness in machine learning.
He received a PhD in Computer Science from the National University of Singapore (NUS) in 2023, Master’s in System Science and Automation from the Indian Institute of Science (IISc) in 2016 and Bachelor’s in Electrical Engineering from the National Institute of Technology (NIT), Rourkela, in 2013. Previously, he was as an Applied Scientist at Amazon, Research Engineer at Xerox Research and Research Engineer at VideoKen, Bangalore.