Master of Business Administration, Lucknow University, India, 1998. Doctor of Philosophy, Motilal Nehru National Institute of Technology, Allahabad, India, 2007.
Assistant professor National Institute Industrial Engineering, Mumbai, since 2004. Visiting faculty marketing management Shailesh J. Mehta School Management, Indian Institute of Technology, Mumbai. Reviewer in fields; president BASE Society Thapar University, 2006—2009.
Married Chitra Pandey. 1 child Atharva.