Doctor of Philosophy (Ph.D)

Specialization: Image Processing and Machine Learning

Thesis title: “Design and Development of Efficient Methodologies for Personal Authentication using Biometric Traits”.

Supervisors: Dr. Vibha L, former Professor, BNMIT, Bengaluru.

Research Center: BNMIT research centre, Bengaluru

University: Visvesvaraya Technological University, Karnataka.

Year of award: 2018

Master of Technology (M.Tech)

Specialization: Computer Science and Engineering

University: Visvesvaraya Technological University, Karnataka.

Year of award: 2007

Grade: First class with Distinction

Bachelor of Engineering (B.E)

Specialization: Computer Science and Engineering

University: Visvesvaraya Technological University, Karnataka.

Year of award: 2002

Grade: First class with Distinction