Job Prediction System
Machine learning system for CV analysis and job prediction.
Job Prediction System 🧠
Job Prediction System is a machine learning project built to analyze CV data and support recruitment decisions.
Overview ✨
The system helps HR teams evaluate candidates, predict suitable roles, and recommend alternative paths based on extracted profile data.
Project Snapshot 📌
| Item | Details |
|---|---|
| Platform | AI system |
| Focus | Resume analysis and role prediction |
| Core Stack | Python, Machine Learning, NLP |
How It Works ⚙️
The system processes unstructured CV content, extracts useful candidate attributes, and applies machine learning techniques to estimate role suitability. It can also suggest alternative roles when a candidate appears to be a better fit elsewhere.
Key Features 🌟
- Automated parsing of CV information
- Candidate suitability scoring for open roles
- Alternative role recommendations for better fit
- AI-assisted support for HR decision-making
Tech Stack 🧰
- Python
- Machine Learning
- NLP
Links 🔗
- GitHub: github.com/Eavheang