• PhD – ITS- Deep Learning – Vellore Institute of Technology, Vellore, Tamil Nadu, India (2022)
• M.E. – Computer Science and Engineering – Anna University, Chennai, India (2015) M.S – Software Systems – BITS, Pilani, Rajasthan, India (2010)
• B.E. – Computer Science and Engineering – Guru Ghasidas Central University, Bilaspur, Chhattisgarh, India (2001)
• Higher Secondary Certificate (HSC)- 1996 & Secondary School Certificate (SSC)- 1994 from Kendriya Vidyalaya Malanjkhand, Madhya Pradesh, India.