📄🤖 Resume Analyzer AI

Smart ATS Resume Screening & Job Match Analysis using Google Gemini AI

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🚀 Upload Resume → Paste Job Description → Get AI Career Insights in Seconds

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💼 What is Resume Analyzer AI?

Resume Analyzer AI is an intelligent career assistant that evaluates resumes against job descriptions using Google Gemini 2.5 Flash.

Instead of simply extracting keywords, the application performs an AI-driven comparison between the candidate's resume and the target job description to generate professional recruitment insights similar to those used in Applicant Tracking Systems (ATS).

The application provides instant feedback on resume quality, job fit, ATS compatibility, improvement areas, and SWOT analysis through a simple and interactive Streamlit interface.

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🎯 What Can It Do?

✅ Extract text automatically from PDF resumes

✅ Compare resumes with any Job Description

✅ Generate ATS Compatibility Score

✅ Predict Selection Probability

✅ Evaluate Job Fit

✅ Highlight Missing Skills

✅ Recommend Resume Improvements

✅ Generate Complete SWOT Analysis

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⚡ Application Workflow

                  Resume PDF
                      │
                      ▼
              PDF Text Extraction
                      │
                      ▼
             Job Description Input
                      │
                      ▼
             Google Gemini AI
                      │
      ┌───────────────┼───────────────┐
      ▼               ▼               ▼
 ATS Score      Selection Chance    Job Fit
                      │
                      ▼
            SWOT Analysis Report
                      │
                      ▼
          Resume Improvement Tips

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🧠 AI Analysis Modules

📊 ATS Score

The application estimates how well the uploaded resume aligns with the provided job description.

Outputs include:

• ATS Match Score (0–100)
• Resume Matching Analysis
• Keyword Relevance
• Missing Requirements

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🎯 Selection Probability

AI estimates the likelihood of getting shortlisted for the position based on resume quality and job requirements.

Example:

Selection Probability

82%

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✅ Job Fit Analysis

The AI evaluates whether the candidate is a good fit for the position.

It explains:

• Matching qualifications
• Missing technical skills
• Missing soft skills
• Suggested certifications
• Recommended improvements

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📈 SWOT Analysis

A complete professional SWOT report is generated.

Strengths

• Technical skills
• Relevant experience
• Education

Weaknesses

• Skill gaps
• Missing tools
• Resume issues

Opportunities

• Courses
• Certifications
• Career growth

Threats

• Market competition
• Experience mismatch
• ATS limitations

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🖥️ User Interface

The Streamlit dashboard provides:

• 📂 Resume PDF Upload
• 📝 Job Description Input
• ⚡ One-click AI Analysis
• 📊 Interactive Results
• 🤖 Google Gemini Responses
• 💬 User-friendly Interface

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🛠️ Technologies Used

Category	Technologies
Language	Python
Web Framework	Streamlit
AI Model	Google Gemini 2.5 Flash
PDF Processing	PyPDF
Environment	Python-dotenv

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📁 Project Structure

Resume-Analyzer-AI
│
├── interface.py
├── analysis.py
├── pdf.py
├── requirements.txt
├── .env
├── README.md
└── sample_resume.pdf

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🚀 Installation

Clone the repository

git clone https://github.com/yourusername/Resume-Analyzer-AI.git

Install dependencies

pip install -r requirements.txt

Create a .env file

GOOGLE_KEY_API=YOUR_GEMINI_API_KEY

Run the application

streamlit run interface.py

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📖 How to Use

Step 1

Upload your Resume (PDF)

⬇️

Step 2

Paste the Job Description

⬇️

Step 3

Click Generate Score

⬇️

Step 4

View:

• ATS Score
• Selection Probability
• Job Fit Analysis
• SWOT Report
• Resume Improvement Suggestions

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🌟 Why This Project?

Traditional ATS tools mainly focus on keyword matching.

Resume Analyzer AI goes a step further by leveraging Large Language Models to provide contextual resume evaluation, personalized career guidance, and actionable recommendations.

This makes the application useful for:

• Students
• Job Seekers
• Recruiters
• Career Coaches
• HR Professionals

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🔮 Future Enhancements

• Resume Ranking System
• Multi-Resume Comparison
• AI Cover Letter Generator
• Resume Rewriter
• LinkedIn Profile Analysis
• Interview Question Generator
• PDF Report Export
• Resume Score History
• Multiple AI Model Support

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📸 Screenshots

📁 images/

dashboard.png

upload_resume.png

ats_score.png

swot_analysis.png

job_fit.png

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👨‍💻 Developer

Vikash Basfore

Data Science • Machine Learning • Generative AI

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🙏 Credits

This project was built using amazing open-source technologies and APIs.

Special thanks to:

• Google Gemini AI
• Streamlit
• PyPDF
• Python-dotenv
• Python Open Source Community

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⭐ If you like this project, don't forget to Star ⭐ the repository.

Happy Coding! 🚀