Sharad Raj

AI Research & Engineering

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Adarsh Champawat Geospatial Dashboard

  • Jan 15, 2024 – Dec 1, 2024
  • 1 min read
  • Completed

Technology

Web GIS PostGIS GeoServer Svelte LLM RAG

Overview

The Adarsh Champawat Geospatial Dashboard is a comprehensive Web GIS application designed for district-level spatial analysis and decision support. Developed for Champawat District in Uttarakhand, India, the dashboard integrates advanced geospatial analysis with AI/ML capabilities.

Key Features

  • Interactive map visualization with multiple layers
  • Real-time spatial data analysis
  • AI-powered insights using LLM + RAG
  • Custom report generation
  • Multi-user collaboration features
  • Mobile-responsive design

Technical Architecture

The system uses a modern stack combining:

  • Backend: REST APIs with PostGIS for spatial queries
  • Frontend: Svelte for reactive UI components
  • Geospatial: GeoServer for WMS/WFS services
  • AI Integration: LLM + RAG for intelligent analysis
  • Deployment: Docker containers on EC2/ECS

Impact

The dashboard has been adopted by district administration for:

  • Land use planning and management
  • Environmental monitoring
  • Disaster response coordination
  • Resource allocation optimization

Lessons Learned

This project demonstrated the value of combining traditional GIS capabilities with modern AI techniques. Key insights include the importance of user-centered design for domain experts and the need for robust data quality assurance in geospatial applications.