akhil888binoy
Intelligent-Supplychain-Management-System
JavaScript

Blockchain-powered supply chain management system with ML-driven sales prediction. Streamlines supplier-employee transactions and inventory management. Built with MERN stack, Solidity, and Flask.

Last updated Apr 26, 2026
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README

Warehouse - Intelligent Supply Chain Management System

Warehouse is an innovative supply chain management system developed during a hackathon. It leverages blockchain technology for decentralized payments and incorporates predictive analytics for intelligent inventory management.

Features

  • Supplier Marketplace: Suppliers can list their products in a dedicated marketplace.
  • Employee Purchase Portal: Employees can browse and purchase products from the marketplace.
  • Decentralized Payments: Transactions are processed using blockchain technology, converting dollar amounts to equivalent ETH.
  • Warehouse Inventory Management: Employees can add purchased products to the warehouse inventory.
  • Sales Prediction: The system provides sales forecasts for products in the warehouse.
  • Demand-based Purchasing: Employees can make informed decisions on future purchases based on predicted demand.

How It Works

  • Supplier Listings: Suppliers add their products to the marketplace.
  • Employee Purchases: Employees browse the marketplace and purchase needed products.
  • Payment Processing: The system converts the purchase amount to ETH and transfers it to the supplier.
  • Inventory Update: Purchased products are added to the warehouse inventory.
  • Sales Prediction: The system analyzes historical data to predict future sales for each product.
  • Demand Forecasting: Based on predictions, the system suggests products that may need restocking.
  • Replenishment: Employees can easily purchase predicted high-demand items if they're available in the marketplace.

Technologies Used

Web Application (MERN Stack)

  • MongoDB: Database
  • Express.js: Backend framework
  • React: Frontend library
  • Node.js: Runtime environment

Blockchain

  • Solidity: Smart contract development
  • Foundry: Smart contract development and testing framework
  • Wagmi: React hooks for Ethereum
  • WalletConnect : For connecting wallet
  • Alchemy - Node provider

Machine Learning

  • Flask: Web framework for ML model deployment
  • NumPy: Numerical computing library
  • Scikit-learn: Machine learning library
  • Pandas: Data manipulation and analysis
  • Jupyter Notebook: Interactive development environment

Testing

  • Supplier Account: email-888innovations888@gmail.com password-1234
  • Employee account: email-akhil888binoy@gmail.com password-1234
  • Link : https://intelligent-supplychain-management-ndy1.onrender.com/

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