ATS Resume Analyzer

Overview

The ATS Resume Analyzer is an AI-powered tool designed to help job seekers improve their resumes. It analyzes the resume against a provided job description and gives insights into the alignment between the two. The tool provides a match percentage, identifies missing keywords, and offers recommendations for improvement. The analysis is based on natural language processing and generative AI technology to provide a detailed evaluation.

Features

• Resume Upload: Upload your resume in PDF format.
• Job Description Input: Paste the job description to analyze the match.
• Analysis Options:
  • Detailed Resume Review: In-depth analysis of the resume against the job description.
  • Match Percentage Analysis: Percentage match between the resume and the job description, including missing keywords and skills gap.
• Export Results: Export the analysis as a text file for reference.
• AI-Powered Insights: Powered by Google Gemini AI, providing professional evaluation and recommendations.

Technologies Used

• Streamlit: For building the web interface and user interaction.
• Google Gemini AI: For generating detailed analysis and match percentage based on the job description and resume.
• PyPDF2: For extracting text from PDF resumes.
• dotenv: For securely managing API keys and configuration.

Requirements

• Python 3.7 or higher
• Google API Key for Gemini AI
• Required Python libraries:
  • streamlit
  • google-generativeai
  • PyPDF2
  • python-dotenv

Installation

1. Clone or download the repository.

2. Install the required dependencies:

   pip install -r requirements.txt

3. Create a .env file in the root directory and add your Google API key:

   GOOGLE_API_KEY=your-google-api-key-here

4. Run the Streamlit app:

   streamlit run app.py

How to Use

1. Upload Your Resume: Click on the "Upload your resume (PDF format)" section to upload your resume file.
2. Paste Job Description: Paste the relevant job description in the "Job Description" text area.
3. Choose Analysis Type: Select between "Detailed Resume Review" or "Match Percentage Analysis".
4. Click Analyze: Press the "Analyze Resume" button to generate the analysis.
5. Export Analysis: After analysis, you can download the results by clicking the "Export Analysis" button.

Example Analysis

• Detailed Resume Review: This will give a comprehensive review of the alignment between your resume and the job description. It includes the strengths, areas for improvement, and a final verdict on your suitability for the role.

• Match Percentage Analysis: This analysis shows the percentage match, identifies missing keywords, and suggests improvements based on a skill gap analysis.

Contribution

If you'd like to contribute to this project, feel free to submit pull requests, report issues, or suggest new features.

License

This project is open-source and available under the MIT License.

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