📄 Resume ATS Analyzer

🚀 AI-Powered Resume Analysis, ATS Scoring, and Job Description Matching

Analyze resumes, compare them with job descriptions, calculate an ATS score, identify missing keywords, and receive AI-powered recommendations to improve your chances of getting shortlisted.

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⭐ If you find this project useful, don't forget to Star the repository!

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✨ Features

📄 Resume Analysis

• Upload PDF, DOCX, or TXT resumes
• Automatic resume parsing
• Extract skills, education, experience, and projects
• Resume section validation
• OCR support for scanned resumes (Coming Soon)

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📌 Job Description Matching

• Paste or upload a Job Description
• Extract required skills automatically
• Compare resume against the JD
• Highlight missing skills and keywords
• Skill similarity analysis

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📊 ATS Score

Receive a detailed ATS report including:

• ✅ Overall ATS Score
• ✅ Keyword Match
• ✅ Skills Match
• ✅ Experience Match
• ✅ Education Match
• ✅ Formatting Score
• ✅ Section Completeness

Example:

Overall ATS Score

86 / 100

Keyword Match      ██████████ 92%
Skills Match       █████████  88%
Experience         ████████   81%
Formatting         ██████████ 96%
Education          █████████  90%

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🤖 AI Suggestions

The AI provides personalized recommendations such as:

• Add missing technical skills
• Improve project descriptions
• Strengthen experience bullets
• Use impactful action verbs
• Quantify achievements
• Improve ATS readability
• Remove unnecessary content
• Optimize keyword density

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🎯 Keyword Analysis

Example output:

Detected Keywords

✔ Python
✔ SQL
✔ Git
✔ FastAPI
✔ Machine Learning

Missing Keywords

✘ Docker
✘ Kubernetes
✘ AWS
✘ CI/CD
✘ Linux

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📈 Resume Insights

Analyze every section of your resume:

• Contact Information
• Professional Summary
• Technical Skills
• Work Experience
• Projects
• Education
• Certifications
• Achievements
• Languages

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📝 AI Resume Rewriter

Generate improved versions of:

• Professional Summary
• Experience
• Project Descriptions
• Skills Section
• Resume Headlines

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📄 Cover Letter Generator

Generate personalized cover letters using:

• Resume
• Job Description
• Company Name
• Job Role

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🎤 Interview Preparation

Generate interview questions based on:

• Resume
• Job Description
• Skills
• Experience
• Projects

Categories include:

• Python
• SQL
• OOP
• DSA
• FastAPI
• Machine Learning
• HR
• Behavioral
• System Design

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📊 Resume Comparison

Compare multiple resumes.

Example:

Resume A

ATS Score : 89

Resume B

ATS Score : 81

Recommendation

Resume A has stronger keyword coverage,
better formatting, and improved project descriptions.

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🌍 Planned Features

• AI Career Coach
• LinkedIn Resume Import
• GitHub Profile Analysis
• Portfolio Evaluation
• Resume Version History
• Salary Prediction
• Job Recommendation Engine
• Multi-language Support
• Recruiter Dashboard
• Resume Chat Assistant

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🛠 Tech Stack

Category	Technology
Language	Python
Backend	FastAPI
Frontend	Streamlit / React
AI Models	OpenAI, Gemini, Groq
Resume Parsing	PyMuPDF, pdfplumber, python-docx
NLP	spaCy, Sentence Transformers
Embeddings	FAISS
Database	SQLite / PostgreSQL
Authentication	JWT
Deployment	Docker, Render, Railway

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📂 Project Structure

resume-ats-analyzer/

├── app/
│   ├── api/
│   ├── ai/
│   ├── models/
│   ├── parser/
│   ├── scoring/
│   ├── services/
│   ├── utils/
│   └── config.py
│
├── frontend/
├── tests/
├── docs/
├── examples/
├── screenshots/
│
├── .github/
│   ├── ISSUE_TEMPLATE/
│   ├── workflows/
│   └── PULL_REQUEST_TEMPLATE.md
│
├── requirements.txt
├── Dockerfile
├── docker-compose.yml
├── README.md
├── LICENSE
└── CONTRIBUTING.md

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🚀 Installation

Clone the Repository

git clone https://github.com/your-username/resume-ats-analyzer.git

cd resume-ats-analyzer

Create Virtual Environment

python -m venv venv

Windows

venv\Scripts\activate

Linux / macOS

source venv/bin/activate

Install Dependencies

pip install -r requirements.txt

Run the Application

Streamlit

streamlit run app.py

FastAPI

uvicorn app.main:app --reload

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🤝 Contributing

We welcome contributions from developers of all experience levels.

You can contribute by:

• Adding new features
• Fixing bugs
• Improving documentation
• Writing tests
• Optimizing performance
• Supporting additional resume formats
• Enhancing AI prompts
• Improving ATS scoring algorithms

Please read CONTRIBUTING.md before submitting a Pull Request.

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📌 Roadmap

Phase 1

• Resume Parsing
• ATS Scoring
• JD Matching
• AI Suggestions

Phase 2

• Resume Rewriter
• Cover Letter Generator
• Interview Questions
• Resume Comparison

Phase 3

• Authentication
• Dashboard
• Resume History
• Docker Deployment

Phase 4

• LinkedIn Integration
• GitHub Profile Analysis
• Career Roadmap
• Recruiter Dashboard
• AI Resume Chat

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⭐ Support

If you like this project, please consider giving it a ⭐ Star on GitHub.

It motivates contributors and helps the project reach more developers.

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📜 License

This project is licensed under the MIT License.

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💙 Built with Python, AI, and Open Source

Happy Coding! 🚀