Ph.D. in Computer Science - Machine Learning and Remote Sensing for Glacier Dynamics
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Climate and reanalysis data analysis using ERA5/ERA5-Land, IMD and CHIRPS datasets. Statistical and machine-learning based bias correction of climate forcing data and evaluation for glacier melt modelling. Machine-learning based reconstruction of glacier mass balance using reanalysis climate data.
Remote sensing and geospatial machine learning using SAR and optical satellite data for glacier and natural-hazard applications. Environmental and climate-related ML workflows involving data preprocessing, feature engineering, model evaluation and spatial analysis.
Teaching Assistant - University of Jammu - Jammu, India
Post graduate course as teaching assistant in lab and theory
Student Mentor - University of Jammu - Jammu, India
Advised students on MCA project and presentation
Ph.D. - Computer Science - University of Jammu (2023)
Masters in Computer Applications - Computer Applications - University of Jammu (2019 - 2022)