🌍 LifePulse AI

Real-Time Community Health Intelligence Platform

🚀 What is LifePulse AI?

LifePulse AI is a next-generation humanitarian intelligence platform that combines real-time environmental data, community health signals, and AI-driven risk analysis to help governments, NGOs, and volunteers respond faster during health crises and disasters.

The platform continuously analyzes air quality, weather conditions, human health inputs, and historical trends to generate actionable risk insights instead of raw data.

🎯 Problem Statement

• No unified real-time community health monitoring system
• Delayed disaster & pollution-related health alerts
• Poor coordination between NGOs, volunteers, and citizens
• Static dashboards that don’t predict or explain risk

💡 Our Solution

LifePulse AI transforms raw environmental and health data into live risk intelligence using AI-powered analysis, smooth AQI trend modeling, and human vulnerability assessment.

Instead of showing numbers, the platform explains: What’s happening, why it matters, and what action is needed.

✨ Core Features

👥 Multi-Role System

• Citizen – Health check-ins & alerts
• Volunteer – Task assignment & reporting
• NGO – Relief coordination & camp management
• Admin – Analytics, verification & oversight

🧠 AI-Powered Risk Engine

• Scientific AQI calculation (PM2.5, PM10, CO)
• Trend-aware AQI smoothing (no fake spikes)
• Human vulnerability & exposure modeling
• Area-wise risk classification

🌫 Real-Time Environmental Monitoring

• Live AQI & weather data
• 24-hour AQI movement graphs
• Dominant pollutant detection
• Historical trend storage

🏕 Relief & Volunteer Coordination

• Create & manage relief camps
• Assign volunteers dynamically
• Track work reports & impact

🧱 Technology Stack

Frontend

• React.js
• Custom CSS (no Tailwind)
• Framer Motion Animations
• Recharts for data visualization

Backend

• Node.js & Express.js
• MongoDB + Mongoose
• JWT Authentication
• Socket.IO (real-time updates)

AI Engine

• Python (FastAPI)
• Risk scoring algorithms
• Trend-based AQI modeling
• Human health impact analysis

🗂 Project Structure

LifePulse_AI
 ├── frontend        # React dashboard
 ├── backend         # API & real-time services
 ├── ai-engine       # Risk prediction engine
 ├── README.html

⚙️ Installation & Setup

Frontend

cd frontend npm install npm run dev

Backend

cd backend npm install npm start

AI Engine

cd ai-engine pip install -r requirements.txt uvicorn main:app --reload

🔐 Environment Variables

MONGO_URI=your_mongodb_uri JWT_SECRET=your_secret_key OPENWEATHER_API_KEY=your_api_key AI_ENGINE_URL=your_ai_service_url

📈 Future Roadmap

• AI-based disease outbreak prediction
• Mobile app for citizens & volunteers
• Government disaster alert integration
• Predictive AQI & health forecasting

👨‍💻 Developer

Name: Aryan Dhiman

Project: LifePulse AI

Focus: AI Systems • Real-Time Platforms • Public Health Tech

© 2026 LifePulse AI — Building Intelligence for Humanity 🌍