Designed a legal search platform for Nepali lawyers, integrating AWS OpenSearch to index and query 360k+ scraped legal documents from official sources, achieving 60+ active users daily.
Built a Next.js web application with Firebase authentication, tiered subscriptions, payment processing, and child-account management for law firms; deployed to Vercel with automated CI/CD.
Implemented semantic search and chat-with-document functionality by integrating the Gemini API to process document context and generate conversational answers.
Selected as a top 40 global finalist by NASA among 700+ teams from 152 countries for the project.
Developed a wildfire navigation system using crowdsourced reports, MODIS data, and an AI model (Random Forest) to predict fire risks with 82% accuracy.
Integrated Google Earth Engine API to gather climate data, clipped to Nepal’s forests, and visualized risks with ArcGIS for real-time monitoring.