• Doctor of Philosophy (Ph. D)- 2022, Teri School of Advanced Studies, India
• Master of Science (M. Sc in Applied Geology) 2015, Presidency University, India
• Bachelors of Science (B. Sc in Geology) 2013, Presidency College, University of Calcutta, India
• Exploratory Geoscience for major and minor minerals
• Hyperspectral Image and data analysis for altered mineral zones
• Spectral simulations for metamorphic assemblages
• Facies (metamorphic) analysis based on spectral library and correlation with in-situ conditions
• Spatial data analysis and modelling for attributes related to Geosciences and its allied fields.