TalentSync is an intelligent job matching platform that uses advanced AI to create personalized professional profiles and match candidates with the most suitable job opportunities.
- Profile Creation: AI-powered system that creates detailed professional profiles from CVs and cover letters
- Profile Editing: Interactive feedback loop allowing users to refine and customize their profiles
- Smart Profile Storage: Secure database storage of user profiles with easy access and updates
- Intelligent Matching: Uses OpenAI embeddings for semantic similarity search to find relevant job opportunities
- Detailed Evaluation: In-depth analysis of job fit using GPT-4, considering:
- Core expertise alignment
- Career trajectory
- Technical skills match
- Cultural fit
- Growth potential
- Comprehensive Scoring: Each job match includes:
- Numerical fit score
- Detailed evaluation explanation
- Job details and company information
- Django framework for robust API and database management
- LangGraph for orchestrating AI workflows
- OpenAI's GPT-4 for intelligent profile creation and job matching
- ChromaDB for efficient similarity search
- Custom state management for complex AI interactions
- Custom User model for authentication and profile linking
- Professional Profile model storing detailed user information
- Job model for storing and managing job listings
- Evaluation models for storing match results
- React frontend for user interaction
- Enhanced job search parameters
- User feedback integration for improved matching
- Additional profile customization options
- Integration with more job platforms
- Real-time job alerts and notifications
This project is licensed under the MIT License - see the LICENSE file for details.