Guided more than 50 UG and PG projects in the areas of Microcontroller/Microprocessor based design, digital system design using VHLD, Biometrics and Machine Learning and Deep Learning.

• Face recognition using Eigen faces

• Application of PCA and LDA for Face recognition

• Face detection and segmentation from a video sequence

• License plate segmentation and recognition

• Design and implementation of programmable timer (8253) using VHDL

• Micro controller based vehicle parking system

• Numerical Approaches to Face Recognition (Best Project award by Tata Consultancy Services, 2008-09 batch)

Real Time license plate segmentation and recognition system (Received “Outstanding project of the year” award from KSCST, I.I.Sc., Bangalore, 2009-10 batch)

(Adjudged as runner-up in the “2010 Present Around the World Competition (India)” held at Saveetha Univeristy, Chennai, in July 2010 in association with The Institute of Engineering and Technology (IET, Pune)

Multimodal Biometric Authentication system