preetesh15032206/weather-prediction
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An advanced full-stack environmental intelligence platform that combines IoT sensors, machine learning, and real-time communication to monitor, predict, and respond to environmental risks.
概要
A comprehensive full-stack platform combining: - 📱 - Emergency workflows, scanning, alerts, and operational modules - 🤖 - Real-time incident forwarding and responder coordination - 🧠 - Weather intelligence, IoT sensor integration, and predictive analytics This repository is organized as a scalable multi-project workspace with three major systems working seamlessly together. - User-facing emergency and operations experience - Risk-aware UI with location and weather context - Scanning, notifications, forecasting, profile, audit, and IoT module entry points - Expo SDK 54 - React Native 0.
README
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IoT Weather Monitoring & Risk Prediction System
Advanced environmental monitoring and predictive analytics platform with AI-powered risk assessment
A comprehensive full-stack platform combining:
- 📱 Mobile-First Expo App - Emergency workflows, scanning, alerts, and operational modules
- 🤖 Node.js Bot Backend - Real-time incident forwarding and responder coordination
- 🧠 Python + Flask + ML Engine - Weather intelligence, IoT sensor integration, and predictive analytics
This repository is organized as a scalable multi-project workspace with three major systems working seamlessly together.
📑 Table of Contents
- System Architecture
- Project Modules
- Key Features
- Technology Stack
- End-to-End Setup
- API Quick Reference
- Data and Model Lifecycle
- Deployment Notes
- Security Practices
- Known Issues
- Contributing
- License
🏗️ System Architecture
┌─────────────────────────────────────────────────────────────────┐
│ DARK ROUTE PLATFORM │
├─────────────────────────────────────────────────────────────────┤
│ │
│ ┌──────────────────┐ │
│ │ Expo Mobile App │ │
│ │ (APP) │ │
│ │ │ │
│ │ • Dashboard │──┐ │
│ │ • Detection │ │ │
│ │ • Forecasting │ │ ┌────────────────────┐ │
│ │ • IoT Manager │ └────────────────→│ Node.js Backend │ │
│ │ • Emergency │ │ (BACKEND-BOT) │ │
│ │ • Audit │ │ │ │
│ │ • Scanning │ │ • Message Router │ │
│ └──────────────────┘ │ • Telegram Bridge │ │
│ ▲ │ • Webhook Handler │ │
│ │ └────────────────────┘ │
│ │ │ │推奨ツール
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インストール
npx skillfish add preetesh15032206/weather-prediction