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AI-Powered Job Recommendation System (25AI122)
The AI-Powered Job Recommendation System matches candidates to corporate open roles by mapping resume text profiles directly against active job descriptions.
Why Build This System?
- Connects qualified talent to teams faster
- Reduces high volume recruitment cycles
Key Features
- Skill correlation vector matching
- Automated profile ranking indices
System Basics
The code extracts skill strings from user profiles, weights experience vectors, and computes similarity scores against vacancy parameters.
Code Snippet:
# Basic string tag correlation test
skills = ["python", "sql", "aws"]
job = "Looking for python expert"
print("Match:", skills[0] in job)Learning Outcomes:
- Master skill correlation ranking metrics
- Build production recruitment utilities