• Ph.D. Indian Institute of Technology (Indian School of Mines), Dhanbad, India, 2018
• M. Tech. National Institute of Technical Teachers' Training and Research, Kolkata, India, 2012
• B. Tech. Maulana Abul Kalam Azad University of Technology, West Bengal (Formerly known as West Bengal University of Technology), India, 2010