- Doctor of Philosophy (Ph.D.) in Computer Science from Cochin University of Science and Technology (2020).
- Ph.D Thesis: “AUTOMATED NUCLEAR PLEOMORPHISM SCORING IN HISTOPATHOLOGICAL BREAST CANCER IMAGES”
- Supervisor: Prof. Dr. David Peter S., Professor in Computer Science, School of Engineering, Cochin University of Science & Technology
- Prof. Dr. Madhu S. Nair, Associate Professor, Department of Computer Science, Cochin University of Science & Technology
- Institute: Department of Computer Science, Cochin University of Science and Technology, Kochi.
- Master of Technology (M.Tech.) in Computer Science (with specialization in Digital Image Computing) from University of Kerala (2005).
- Dissertation Title: “IMAGE REGISTRATION PROBLEM IN REMOTE SENSING“.
- Supervisor: Prof. Dr. Revathy K., Department of Computer Science, University of Kerala.
- Institute: Department of Computer Science, University of Kerala, Thiruvananthapuram.
- Bachelor of Technology (B.Tech) from Cochin University of Science and Technology (2002).
- Institute: College of Engineering, Adoor.
- Pre-Degree (Science Group) from University of Kerala (1998).
- Institute: Govt. Women’s College, Thiruvananthapuram.
- S. S. L. C. (1996).
- Institute: Shree Vidyadhiraja Vidya Mandir, Thiruvananthapuram.
- UGC NET qualified in Computer Science and Applications (2012).