I am an Integrated MS researcher at IISER Thiruvananthapuram working on geospatial AI, physics-informed machine learning, and sustainability-centered systems engineering.
Research, engineering, and leadership milestones
IISER Thiruvananthapuram · 2022 - Present
I investigate geospatial AI and physics-informed machine learning, with ongoing work in monsoon forecasting, terrain simulation, and decision-support systems for environmental risk.
Govt. of Kerala Forest and Fire Department with Digital University Kerala · 2023 - 2024
I engineered end-user GIS tooling and trained a Physics-Informed Graph Neural Network (PI-GNN) using remote sensing and sensor data to model spatio-temporal wildfire spread in high-risk regions of Kerala.
Kerala Development and Innovation Strategic Council (KDISC) · 2021 - 2023
I planned multidisciplinary project execution, tracked budgets and reporting, and reviewed patenting workflows to protect novel techniques while ensuring compliant use of prior technologies.
Kerala Agricultural University and Government of Kerala · 2020 - 2021
I led Agro-Evolution, an AI-assisted precision farming initiative that improved nutrient delivery and greenhouse quality, with an estimated 60% reduction in labor and 15% lower production cost.
Methods, tools, and competencies I apply across projects
Public contribution activity from my GitHub profile
Recent notes from my research and project work
I reflect on the projects that shaped my approach to applied AI, including precision agriculture systems, geospatial engineering for public agencies, and responsible deployment practices.
I outline the questions I am investigating at IISER Thiruvananthapuram, from physics-informed graph learning for fire-risk analysis to climate-relevant forecasting.
Explore all articles and tutorials
