Assoc Professor
Marketing
National University of Singapore
Singapore
MBA, Marketing and Computer Science, Indian Institute of Management, Calcutta, India, 1986, BTech, Mechanical Engineering, Indian Institute of Technology, Delhi, India, 1981
Marketing Analytics, Business Simulation, Market Research, Data Integration, Loyalty Panels/consumer Panels/crm, Customer Satisfaction Research, Category Management And Retail Analytics