AI Resume Analyzer

An AI-powered Resume Analyzer built using Python, Streamlit, and NLP techniques to evaluate resumes against job descriptions.

Features

• Resume PDF Upload
• Job Description Matching
• ATS Score Prediction
• Missing Skills Detection
• Skill Match Visualization
• Interactive Dashboard UI
• Helped in making Resume better

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Tech Stack

• Python
• Streamlit
• Scikit-learn
• NLP
• TF-IDF Vectorizer
• Cosine Similarity
• Matplotlib
• pdfplumber

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Project Workflow

1. Upload Resume PDF
2. Paste Job Description
3. Analyze Resume
4. Generate:
   • Match Score
   • ATS Score
   • Missing Skills
   • Skill Analysis Chart

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Screenshots

Home Page

ATS Score & Analysis

Missing Skills Detection

Skill Match Chart

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Installation

Clone the repository:

git clone https://github.com/HarshAwasth-i/Resume_Analyzer.git

Install dependencies:

pip install -r requirements.txt

Run the project:

streamlit run app.py

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Future Improvements

• AI-based Resume Suggestions
• Resume Ranking System
• Multi-role Resume Analysis
• Login Authentication
• Cloud Deployment
• Downloadable PDF Reports

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Author

Harsh Awasthi