He completed his PhD from Michigan State University in 2004. His research interests include Computer Vision, Machine Learning, Biometrics, and Computational Photography. He has also been closely associated with the Aadhaar project in India, the largest biometric enabled identification project in the world. He has done several works in the area of privacy and security of biometric systems, integrating cryptography, and biometrics.