Ph.D. : Indian Institute of Technology (IIT) Indore, in December 2020, in the department of Electrical Engineering.

M.E. : Indian Institute of Engineering Science and Technology (IIEST), Shibpur, in May 2015, in the department of Electronics and Telecommunication Engineering.

B.Tech. : Heritage Institute of Technology, Kolkata, in May 2012, in the department of Electronics and Communication Engineering