Doctor of Philosophy (Ph. D.) from Indian Institute of Technology Madras (2014 to 2018) Master of Technology (M. Tech.) from National Institute of Technology Calicut (2012 to 2014) Bachelor of Engineering (B. E.) from Coimbatore Institute of Technology