At Birla Institute of Technology, Mesra, I engineered a reproducible Sentinel-1 GRD VV SAR flood-mapping pipeline covering 14 Kerala districts. I compared flood estimates at three thresholds and used permanent-water and slope masks to reduce mapping artifacts.
At Birla Institute of Technology, Mesra, I also designed a workflow to compare social-media flood reports with satellite evidence. It analyzed 7,984 posts in English, Malayalam, and Romanized text, extracting locations, sentiment, urgency, and claim types.
At Ransh Innovations Pvt. Ltd., I unified tournament information from external REST API providers for the company website. I also implemented daily request limits and reused stored data to avoid duplicate fetches.
In my projects, I developed MINISTA, a MERN-stack social platform with authentication, feeds, and follow management, and an AI-powered CV checker using NLP to match resumes with job descriptions. I’m studying Computer Science at BIT Mesra and am a GATE 2026 qualifier.

