He holds undergraduate and postgraduate degrees from IIT Kanpur and IIT Delhi and is affiliated with HBTU Kanpur, Great Lakes, AIMA New Delhi, and NMIMS Mumbai. He also works as a Business Analytics consultant for IBM and UNESCO. His expertise spans Data Mining, Data Analysis, Business Analytics, Structural Equation Modeling, and Multivariate Analysis using tools like R, Python, SPSS, and IBM Watson Analytics. He has conducted workshops for global organizations such as Saudi Aramco and leading Indian institutions.