• 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).