He holds a Ph.D. (FPM) in Operations Management area from Indian Institute of Management Calcutta. His thesis deals with supply chain risk. In his thesis, he has studied the pricing and sourcing strategies of a retailer faced with disruption risk. Prior to his Ph.D., he worked in the area of Data Analytics for close to two years.