Project: Intelligent Recommendation System with Triangular Architecture

Project Description

This project implements a triangular architecture to manage and process recommendations generated by an AI based on Machine Learning. The system connects three core components:

1. Frontend in React:

   • User interface where requests are made and recommendations are displayed.
     
   • Designed with a focus on user experience and advanced interactivity.
     

2. Middleware API (Node.js + Express):

   • Acts as a bridge between the frontend and the Machine Learning system.
     
   • Processes and formats incoming requests and outgoing responses.
     

3. AI Model (Machine Learning):

   • Generates intelligent recommendations based on user data and patterns.
     
   • Trained to optimize outcomes using a specific concept that enhances decision-making.
     

Triangular Architecture

                +---------------+
                |    Frontend   |
                |  (React.js)   |
                +---------------+
                       |
                       v
                +---------------+
                |     API       |
                | (Node.js)     |
                +---------------+
                       |
                       v
                +---------------+
                |     AI ML     |
                | (Python/ML)   |
                +---------------+

Built With

• express.js
• flask
• javascript
• node.js
• python
• react