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https://github.com/akhil888binoy/intelligent-supplychain-management-system

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.
https://github.com/akhil888binoy/intelligent-supplychain-management-system

blockchain decentralized-payments ethereum express flask foundry hackathon-project inventory-management machine-learning mern-stack mongodb nodejs python react sales-prediction scikit-learn smart-contracts solidity supply-chain-management wagmi

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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.

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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



1. **Supplier Listings**: Suppliers add their products to the marketplace.

2. **Employee Purchases**: Employees browse the marketplace and purchase needed products.

3. **Payment Processing**: The system converts the purchase amount to ETH and transfers it to the supplier.

4. **Inventory Update**: Purchased products are added to the warehouse inventory.

5. **Sales Prediction**: The system analyzes historical data to predict future sales for each product.

6. **Demand Forecasting**: Based on predictions, the system suggests products that may need restocking.

7. **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 protected] password-1234

- Employee account: [email protected] password-1234

- Link : https://intelligent-supplychain-management-ndy1.onrender.com/