💧 Aqua AI – Water Demand Forecasting Dashboard

An AI-powered dashboard to predict and analyze water demand using Machine Learning.

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🌐 Live Demo

👉 https://water-demand-forecastinggit-zmehfja8vshaqcmsqvurtx.streamlit.app/

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🚀 Features

• 📊 Interactive dashboard using Streamlit
• 📈 Demand trend visualization
• 🔮 Next-day water demand prediction
• ⚠️ Alerts & intelligent recommendations
• 🤖 End-to-end ML pipeline (preprocess → train → predict → recommend)

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🛠 Tech Stack

• Frontend: Streamlit
• Backend: Python
• Data Processing: Pandas
• Visualization: Plotly
• ML Pipeline: Custom scripts

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▶️ How to Run Locally

pip install -r requirements.txt
streamlit run dashboard.py

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📂 Project Structure

water-demand-forcasting-enhanced/
│
├── dashboard.py          # Main dashboard app
├── outputs/              # Predictions & model results
├── src/                  # ML pipeline scripts
├── requirements.txt
└── README.md

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⚙️ ML Pipeline

1. Data Preprocessing
2. Model Training
3. Prediction Generation
4. Recommendation System

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🌟 Future Improvements

• 🌐 Real-time data integration
• 📡 IoT-based water monitoring
• 📊 Advanced forecasting models
• ☁️ Cloud deployment enhancements

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👩‍💻 Author

Harini

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