Research experience
Research experience
Virginia Tech, USA.
Postdoctoral Researcher
Large-sample water quality and deep learning.
Indian Institute of Technology Delhi, India.
Principal Project Scientist
Investigating the impacts of flooding across India using natural language processing (NLP) and other data-driven analytical techniques.
Indian Institute of Technology Delhi, India.
Research Scholar
Studied flood physical processes, dynamics, and social interactions globally by employing large-sample hydrology, geospatial technology, and machine learning.
National Remote Sensing Centre, Indian Space Research Organization (ISRO), India.
Research Student
Developed automated algorithms for near real-time flood monitoring using Synthetic Aperture Radar (SAR) and optical satellite imagery.
Indian Institute of Technology Guwahati, India.
Intern
Investigated the impact of land use and land cover changes on the hydrology of a watershed.
Indian Institute of Technology Guwahati, India.
Intern
Evaluated the efficacy of image classification algorithms in Land Use and Land Cover mapping based on a high-resolution satellite image.
Indian Institute of Technology Delhi, India.
Ph.D. in Civil Engineering, Indian Institute of Technology Delhi, India.
Dissertation: Embracing Large-sample Hydrology and Machine Learning for Characterization and Prediction of Floods.
Jawaharlal Nehru Technological University Hyderabad, India.
M. Tech. in GeoInformatics and Surveying Technology
Thesis: Development of an Automated Tool for Delineation of Flood Footprints from SAR Imagery for Rapid Disaster Response.