{"id":24362126,"url":"https://github.com/wided-abdallah/logisense","last_synced_at":"2026-04-29T04:38:38.646Z","repository":{"id":272770283,"uuid":"917691845","full_name":"wided-abdallah/LogiSense","owner":"wided-abdallah","description":"An intelligent warehouse management system featuring automated data processing, demand forecasting, and real-time inventory tracking. 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The system automates data collection, provides intelligent demand forecasting, and offers real-time insights through an intuitive interface.\n\n## Features\n- 📊 Automated data collection and preprocessing pipeline\n- 🤖 Machine learning-powered demand forecasting\n- 📈 Real-time inventory tracking and management\n- 👥 Role-based access control system\n- 📱 Interactive web interface\n- 📦 Containerized deployment\n- 🔄 Automated stock level monitoring\n- 📊 Custom dashboards for different user roles\n\n## Tech Stack\n- **Backend:** Python\n- **Frontend:** Streamlit\n- **Database:** PostgreSQL\n- **ML Components:** Prophet (Time Series Forecasting)\n- **Visualization:** Matplotlib\n- **Deployment:** Docker\n- **Version Control:** Git\n\n## Architecture\nThe application follows a layered architecture:\n- Presentation Layer (UI/UX)\n- Business Logic Layer\n- Data Access Layer\n- Data Storage Layer\n\n## Key Components\n1. **Data Processing Engine**\n   - Automated data collection\n   - Data cleaning and preprocessing\n   - Historical data management\n\n2. **Forecasting System**\n   - Time series analysis\n   - Demand prediction\n   - Inventory optimization\n\n3. **User Interface**\n   - Role-specific dashboards\n   - Real-time data visualization\n   - Inventory management tools\n\n4. **Security**\n   - Role-based access control\n   - Secure data handling\n   - Authentication system\n  \n\n## Checkout the Demo 🔗\nhttps://youtu.be/asuVUGcNBTM\n\n## Getting Started\n```bash\n# Clone the repository\ngit clone https://github.com/wided-abdallah/LogiSense\n\n# Navigate to project directory\ncd logisense\n\n# Install dependencies\npip install -r requirements.txt\n\n# Run the application\nstreamlit run LogiSense/Template/Home.py\n\n## Contributing\nContributions are welcome! Please feel free to submit a Pull Request.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwided-abdallah%2Flogisense","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fwided-abdallah%2Flogisense","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwided-abdallah%2Flogisense/lists"}