Research experience
Research experience
Virginia Tech, USA.
Postdoctoral Associate
Developed "STREAM" (Sensor-based Time-series Repository for Environmental Assessment and Modeling), a comprehensive data cube for large-scale sensor-based high resolution water quality time series analysis and modeling.
Indian Institute of Technology Delhi, India.
Principal Project Scientist
Investigated the hazard-to-impact pathways of flooding across structural, agricultural, and human health domains in India using natural language processing (NLP) and other data-driven analytical techniques.
Indian Institute of Technology Delhi, India.
Early-Doc Fellow
Built a large-scale flood impact dataset for India, integrating hydrological observations with NLP-based extraction of disaster information.
Indian Institute of Technology Delhi, India.
Research Scholar
Investigated global and national flood dynamics, physical processes, and social interactions by using large-sample hydrology, geospatial technology, and machine learning.
National Remote Sensing Centre, Indian Space Research Organization (ISRO), India.
Research Student
Developed an automated algorithm for near real-time flood monitoring using Synthetic Aperture Radar (SAR) satellite imagery.
Indian Institute of Technology Guwahati, India.
Intern
Assessed the impact of land use and land cover change on micro-watershed hydrology.
Indian Institute of Technology Guwahati, India.
Intern
Evaluated the efficacy of image classification algorithms for land use and land cover mapping using 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 (conducted at NRSC, ISRO): Development of an Automated Tool for Delineation of Flood Footprints from SAR Imagery for Rapid Disaster Response.