Published Bachelor of Computer Applications 2025

Inventory Management System with Stock Maintain Algorithm

sales forecasting prediction algorithm mongodb react nodejs stock management inventory

menu_book Abstract

This project presents an advanced Inventory Management System designed to automate stock tracking and predict potential stock-out situations using sales-based forecasting logic. Developed using Node.js, React, and MongoDB, the system intelligently analyzes sales trends to calculate optimal stock levels and generate timely alerts when inventory is likely to run low. The aim is to support small and medium-sized businesses by ensuring continuous product availability and reducing operational losses caused by stock shortages.

The system applies a predictive stock maintain algorithm that evaluates historical sales patterns, consumption speed, and restocking intervals to determine when items may reach critical levels. Users receive real-time notifications, enabling them to take proactive action. Additional features include product categorization, supplier management, analytics dashboards, and detailed reporting.

The Inventory Management System with Stock Maintain Algorithm is a full-stack web application built using Node.js, React, and MongoDB. The system automates inventory handling and prevents stock-out situations through real-time alerts and intelligent forecasting.

Key Objectives

  • Automate inventory tracking

  • Predict future stock shortages

  • Improve business decision-making

  • Reduce manual errors and workload

Main Features

  • Stock Prediction Algorithm analyzing historical sales

  • Real-Time Stock Alerts before stock-out

  • Dashboard & Sales Analytics

  • Product & Category Management

  • Supplier Management

  • Responsive React UI

  • Secure Node.js API & MongoDB storage

Outcome

The system improves stock accuracy, reduces losses, and ensures smoother business operations. It successfully integrates predictive logic with modern full-stack development, demonstrating strong technical and practical skills for the BCA final-year project.

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