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Jobrain Technical Architecture

Overview​

This document outlines the technical architecture and tools used in the Jobrain platform. It includes details on web frameworks, databases, machine learning, cloud services, version control, containerization, CI/CD processes, virtualization, orchestration, and network management.

Core Components​

Web Framework​

  • Django: Used for backend development.

Frontend Framework​

  • React: Employed for building the user interface.

Database​

  • PostgreSQL: Primary database system.

Machine Learning​

  • Python & TensorFlow: Used for ML functionalities.

Cloud Services​

  • AWS: Provides various cloud-based services including storage (S3 Buckets), server management (EC2), and database management (RDS).

Version Control​

  • Git & GitHub: Used for source code management.

CI/CD Processes​

Backend​

  • Jenkins: Automates the CI/CD pipeline for the backend.

Frontend​

  • GitHub Actions: Manages the CI/CD for the frontend.

Virtualization and Orchestration​

Virtualization​

  • KVM (Kernel-based Virtual Machine): Used for virtualization.

Orchestration​

  • Kubernetes: Manages containerized applications.

Additional Tools​

Admin Panels​

  • Custom Admin Tools: For platform management.

Network Management​

  • Cloudflare Tunneling: Ensures secure network connections.

Event Management​

  • Eve Management System: Handles events.

Authentication​

  • OAuth 2.0: For secure authentication.

State Management in React​

  • Redux: Manages the state of the application.

Data Processing and Model Training in Python​

  • Pandas & Scikit-Learn: Used for data processing and model training.

Updated Technical Aspect of Jobrain Platform

Diagram: Updated Technical Aspect of Jobrain Platform

For more information or updates, visit Jobrain Website.