🔎 RiskLens

AI-Powered Environmental Risk Analysis Dashboard

RiskLens is an AI-powered environmental intelligence platform that analyzes environmental signals and provides risk insights, geospatial visualization, and AI-generated recommendations.

The system integrates AI reasoning, map visualization, automated summaries, and reporting tools to help users understand environmental threats and take informed actions.

🌐 Live Demo

https://risk-lens-gules.vercel.app/

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🚀 Features

🌍 Interactive Risk Map

Visualize environmental regions and monitor risk signals directly on a 2D interactive map.

🤖 AI Risk Analysis

Uses Google Gemini AI to analyze environmental signals and generate insights.

💬 AI Chat Assistant

Ask questions and interact with an AI assistant for deeper environmental insights.

📊 Automated Risk Summaries

AI generates structured summaries explaining risk patterns and mitigation steps.

🚨 Alert Monitoring

High-risk environmental signals trigger alerts on the dashboard.

📄 Report Export

Generate PDF reports containing analysis summaries.

🌐 Multi-Language Support

Translation support to make the platform accessible globally.

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🎥 Demo

Dashboard Demo

(Add a GIF here later)

docs/dashboard-demo.gif

Example once you add it:

![Dashboard Demo](docs/dashboard-demo.gif)

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📸 Screenshots

Risk Dashboard

docs/dashboard.png

Map Visualization

docs/map.png

AI Chat Assistant

docs/chatbot.png

Risk Analysis Summary

docs/analysis.png

(Create a docs folder in your repo and place images there.)

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🧠 System Architecture

User
  │
  ▼
React + Vite Frontend
  │
  ▼
AI Service Layer
(Google Gemini API)
  │
  ▼
Risk Analysis Engine
  │
  ▼
Visualization Layer
(Map + Dashboard + Charts)
  │
  ▼
Report Generator
(html2canvas + jsPDF)

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🛠 Tech Stack

Frontend

• React
• TypeScript
• Vite
• TailwindCSS

AI Integration

• Google Gemini API

Visualization

• Interactive Map Component
• Dashboard UI

Utilities

• html2canvas
• jsPDF
• React Markdown

Deployment

• Vercel

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📂 Project Structure

RiskLens
│
├── components
│   ├── AlertOverlay.tsx
│   ├── AnalysisSummary.tsx
│   ├── ChatBot.tsx
│   ├── Map2D.tsx
│   ├── Sidebar.tsx
│   └── Header.tsx
│
├── services
│   └── geminiService.ts
│
├── public
│   ├── images
│   └── assets
│
├── App.tsx
├── index.tsx
├── types.ts
└── vite.config.ts

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⚙️ Installation

Clone the repository

git clone https://github.com/AMANkumar0004/RiskLens.git

Navigate to project folder

cd RiskLens

Install dependencies

npm install

Start development server

npm run dev

Open:

http://localhost:5173

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🔑 Environment Variables

Create a .env file in the root directory.

VITE_GEMINI_API_KEY=your_api_key_here

📈 Future Improvements

• Satellite data integration
• Flood prediction models
• Historical risk trend analysis
• Advanced geospatial analytics
• Role-based authentication
• Real-time environmental data feeds

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🎯 Use Cases

• Environmental risk monitoring
• Disaster preparedness
• Smart city analytics
• Urban planning
• Academic research

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⭐ Support

If you like this project:

⭐ Star the repository 🍴 Fork the project 🛠 Contribute improvements

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MIT License

Copyright (c) 2026 Aman Kumar

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction...