The AI-Based Inventory Management System optimizes the handling of inventory by integrating AI predictions and barcode generation. This system automates stock control, forecasts future sales, and provides real-time insights into inventory management.
| Name | Role | GitHub Profile |
|---|---|---|
| Hritesh Saha | Backend Developer | GitHub |
| Avirup Ghosal | Frontend Developer | GitHub |
| Debjyoti Ghosh | AI Developer | GitHub |
| Biswajit Chatterjee | UI/UX Designer | GitHub |
- Developed the backend using Node.js and Express.js, handling product data and user authentication.
- Secured the backend with JWT for authentication and Bcrypt.js for password hashing.
- Designed and implemented the database using MongoDB and Mongoose, ensuring data integrity.
- Built the API for barcode generation and product management, integrating Bwip.js.
- Integrated Nodemailer for sending automated emails, and Axios for communication between the backend and external AI services.
- Developed the user interface using React, creating an intuitive and dynamic user experience.
- Ensured seamless communication between the frontend and backend using Axios.
- Implemented responsive design for better usability across devices.
- Developed the AI sales forecasting module using Flask and Scikit-Learn for time series forecasting.
- Created a Flask API to predict future sales based on product category.
- Implemented data preprocessing techniques to prepare historical sales data for analysis.
- Managed model training and predictions for future sales using time series analysis.
- Designed user-friendly interfaces for the inventory management system using Figma.
- Focused on user experience to create intuitive navigation and seamless product interactions.
- Collaborated with developers to ensure responsive and visually appealing designs across all platforms.
Each team member contributed unique skills that culminated in a powerful AI-based inventory management solution. The system allows businesses to efficiently manage stock, predict future needs, and ensure smooth operations.