AI Workforce Optimizer

An AI-powered application for optimizing workforce scheduling and management using advanced analytics and machine learning.

Features

• 📊 Real-time demand prediction
• 🎯 Smart scheduling optimization
• 📈 3D visualization of workforce trends
• 📱 Interactive dashboard
• 📉 Historical data analysis
• 🤖 AI-driven insights

Technologies Used

• Frontend: Streamlit
• Backend: FastAPI
• AI/ML: DeepSeek AI API
• Data Visualization: Plotly
• Database: SQLite
• Notifications: Twilio

Installation

1. Clone the repository:

git clone https://github.com/YOUR_USERNAME/ai-workforce-optimizer.git
cd ai-workforce-optimizer

2. Install dependencies:

pip install -r requirements.txt

3. Run the application:

# Start the backend server
uvicorn backend:app --reload

# In a new terminal, start the frontend
streamlit run frontend.py

Usage

1. Select a date for prediction
2. Choose department
3. View optimized schedule and insights
4. Download reports as needed

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

License

This project is licensed under the MIT License - see the LICENSE file for details.