Resume matcher tool that matches job description with resumes
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Updated
Sep 25, 2023 - Python
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resume-matcher
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This project aims to make the process of matching resumes with a particular job description much faster. Simply enter the required job-description and all the resumes that need to be filtered and run the script to find the top scorer as well as the 'n' best matching resumes! Built using Python, Hugging Face and Scikit-Learn.
python scikit-learn python-script cosine-similarity jaccard-similarity huggingface resume-matcher sentence-transformers
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Updated
Mar 6, 2025 - Python
This LangGraph-based agentic system matches job descriptions to the most relevant resumes by automating JD rephrasing, retrieval, ranking, explanation, and evaluation.
openai resume-parser human-in-the-loop guardrails resume-matcher qdrant-vector-database langgraph-python
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Updated
May 21, 2025 - Python
This project aims to make the process of matching resumes with a particular job description much faster. Simply enter the required job-description and all the resumes that need to be filtered and run the script to find the top scorer as well as the 'n' best matching resumes! Built using Python, Hugging Face and Scikit-Learn.
python scikit-learn python-script cosine-similarity jaccard-similarity huggingface resume-matcher sentence-transformers
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Updated
Mar 6, 2025 - Python
Resume Matcher is a web app that analyzes resumes against a job description using AI. It extracts content from uploaded resumes and evaluates them based on skills, experience, and fit. The system uses Google's Gemini 2.0 model through LangChain for accurate matching and scoring. Users receive a clear match score and explanation for each candidate.
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Updated
Apr 26, 2025 - Python
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