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Cover image for AI-Powered Resume Skill Extractor & Matcher
KSPandian7
KSPandian7

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AI-Powered Resume Skill Extractor & Matcher

Image descriptionEver struggled to align your resume with a job description? Or wondered how well your profile fits a certain role?

Introducing Skill Tool – an open-source, AI-powered system that extracts, matches, and recommends skills from resumes and job descriptions using NLP and vector embeddings.

πŸš€ Features:
β†’ Extracts skills using predefined skill taxonom
β†’ Smart matching between resumes and job descriptions
β†’ Suggests related or missing skills (React β†’ Vue, PyTorch β†’ TensorFlow)
β†’ Embedding-based search using FAISS & transformers
β†’ Easy integration with Streamlit or Flask

🎯 Why I Built This
As an AI/ML enthusiast, I wanted to bridge the gap between skill descriptions in resumes and real-world job demands. Manual matching is inefficient. So I created this system that learns relationships between skills and finds true matches and suggestions using smart vector techniques.

πŸ’¬ Call to Action
πŸ”— Check out the GitHub Repo
⭐ If you like the project, give it a star!
πŸ› οΈ I'm open to feedback and contributions – feel free to fork, improve, or open an issue.

Let’s build smarter tools for smarter careers. πŸš€

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