Postdoc: Faculty of Electrical Engineering, Technion, Israel, 2018 - 2021.

                    Indian Statistical Institute, Kolkata 700108, 2016- 2018.

Ph. D.: Indian Institute of Science, Bangalore-560012, 2011-2016. 

M.S.: Indian Institute of Science, Bangalore-560012, 2009-2011.

B.Sc. : Ramakrishna Mission Residential College, Narendrapur, Kolkata-700103, 2006-200 9.

School: Sabang Saradamoyee Higher Secondary School (10+2), Paschim Medinipur, W.B., 2004-2006.

               Khepal N. C. K. B. High School (five-ten Class ), 1998-2004.