Demand forecasting is essential for businesses of all sizes — helping plan operations, manage inventory, and improve customer satisfaction. This project delivers a standalone forecasting tool trained on universal data, designed to be user-friendly and adaptable across industries.
How It Works
The web-based application allows users to upload historical demand data in various formats, select from available forecast models, generate predictions for a specified time period, and export the results. An error-handling system alerts users to data or model issues with guided resolution.
Core functions: data ingestion and secure storage, model selection, forecast generation, exportable output, and user account management with role-based access control.
Presentation Slides
Future Directions
As more data is collected, model accuracy improves. Planned enhancements include additional forecasting algorithms, deeper ERP integration, and richer time-series visualizations.