He has earned his M.Sc. and M. Phil. from Department of Statistics, Panjab University, Chandigarh and Ph.D. from Department of Mathematics and Statistics, IIT Kanpur. He works in the area of Applied Probability, Mathematical Statistics, Reliability Theory, Stochastic Aging and Stochastic Orders.