Welcome to the ForeCast Analytics Dashboard — a full-stack web application designed to help small and medium businesses gain real-time insights from their sales data. Built with React and Flask, this project integrates machine learning with web technologies to deliver meaningful analytics and sales forecasting.
This project simulates a client-based engagement for e-commerce business looking to improve their operational strategy. The dashboard allows users to upload historical sales data and receive smart analytics, sales forecasts, and business recommendations.
- 📈 Sales Forecasting: Uses LSTM neural networks to predict future sales based on trends.
- 🎯 Predictive Analytics: Employs XGBoost for product-level sales prediction.
- 🖥️ Clean UI: Built with React for a modern and responsive user experience.
- 🔄 Backend API: Powered by Flask for handling data processing, model inference, and routing.
- 📊 Visualization: Interactive charts to highlight top products, revenue over time, and regional performance (coming soon).
This project is actively being enhanced with more data visualizations and deployment-ready components.
- Node.js and npm
- Python 3.7+
- Virtualenv
Built and maintained by Hethav