RainAI - AI-Powered Rainfall Prediction SaaS

A production-ready AI-powered full-stack SaaS platform for rainfall prediction, analytics, and weather intelligence using Machine Learning.

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Features

• Premium AI SaaS UI with Tailwind CSS
• JWT Authentication System
• Rainfall Prediction using Machine Learning
• Interactive Analytics Dashboard
• Prediction History Tracking
• MongoDB Integration
• Protected Routes
• Responsive Dashboard
• Confidence Score Visualization
• Real-time Prediction Insights
• AI-powered Weather Analytics
• Modern Glassmorphism UI
• Animated Dashboard Components
• Secure REST API Architecture
• Machine Learning Model Integration
• Responsive Mobile-Friendly Design

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Tech Stack

Frontend

• React.js
• Vite
• Tailwind CSS
• Framer Motion
• Recharts
• Lucide React
• Axios
• React Router DOM

Backend

• Flask
• Flask JWT Extended
• Flask CORS
• MongoDB
• Bcrypt

Machine Learning

• Scikit-learn
• Random Forest
• Pandas
• NumPy
• Joblib

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Project Structure

RainAI/
│
├── backend/
│   ├── app.py
│   ├── requirements.txt
│   ├── database/
│   │   ├── db.py
│   │   └── seed.py
│   │
│   ├── ml/
│   │   ├── train_model.py
│   │   ├── rainfall_model.pkl
│   │   ├── scaler.pkl
│   │   └── feature_columns.pkl
│   │
│   ├── routes/
│   │   ├── auth_routes.py
│   │   ├── predict_routes.py
│   │   └── analytics_routes.py
│   │
│   └── services/
│       ├── auth_service.py
│       ├── predict_service.py
│       └── analytics_service.py
│
├── frontend/
│   ├── public/
│   ├── src/
│   │   ├── assets/
│   │   ├── components/
│   │   ├── context/
│   │   ├── pages/
│   │   ├── services/
│   │   ├── App.jsx
│   │   └── main.jsx
│   │
│   ├── package.json
│   ├── vite.config.js
│   └── tailwind.config.js
│
├── data/
│   ├── data final.csv
│   └── final 2.ipynb
│
└── README.md