Bachelor in Industrial and Production Engineering, Bangalore University, India, 1985. Master of Technology in Reliability Engineering, Indian Institute of Technology Bombay, Mumbai, India, 1987.
Senior engineer Bharat Heavy Electricals Limited, Bangalore, 1987—1993. Analyst programmer Staten Island Consulting Pte Ltd, Singapore, 1993—1995. Senior software engineer National Computer Systems Pte Ltd, since 1995.
Member of INFORM, Information Systems Audit and Control Association, Singapore Computer Society, Operational Research Society India (life).
Married Supriya Karambelkar, January 16, 1992. 1 child Abhishek.