He is an expert in the areas of spatial data analysis and knowledge discovery in large complex databases. In particular, his the areas of expertise comprises geographical analysis, text analysis, Machine learning, social network analysis, and data visualization. He worked as Assistant Professor in the Department of Computer Science & Engineering with a Prestigious Institute of North Region, Guru Nanak Dev Engineering College, Ludhiana, Punjab. He is actively involved in the usability and application of technology to solve social issues of Punjab.
