https://github.com/vetrivel07/ai-powered-resume-evaluator

An AI-powered resume evaluation app that compares a candidate’s resume with a job description using Google’s Gemini 1.5 Flash model to provide HR-style feedback and an ATS-style match scoring through a simple and interactive Streamlit interface.
https://github.com/vetrivel07/ai-powered-resume-evaluator

ats document-parser evaluator gemini-api gemini-flash genai python-library resume-analysis streamlit streamlit-application

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An AI-powered resume evaluation app that compares a candidate’s resume with a job description using Google’s Gemini 1.5 Flash model to provide HR-style feedback and an ATS-style match scoring through a simple and interactive Streamlit interface.

• Host: GitHub
• URL: https://github.com/vetrivel07/ai-powered-resume-evaluator
• Owner: Vetrivel07
• Created: 2025-05-23T17:43:20.000Z (4 months ago)
• Default Branch: main
• Last Pushed: 2025-07-01T04:54:41.000Z (3 months ago)
• Last Synced: 2025-07-01T05:37:39.790Z (3 months ago)
• Topics: ats, document-parser, evaluator, gemini-api, gemini-flash, genai, python-library, resume-analysis, streamlit, streamlit-application
• Language: Python
• Homepage:
• Size: 62.5 KB
• Stars: 3
• Watchers: 0
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# AI-Powered Resume Evaluator

This project is an AI-powered Resume Evaluator that analyzes how well a resume aligns with a given job description. Leveraging natural language processing (NLP), semantic embeddings, and dynamic keyword extraction, it simulates the behavior of modern ATS platforms to deliver a comprehensive match score. The system helps both job seekers and recruiters assess fit with precision, beyond simple keyword matching.

## 🚀 Features

📄 **Resume Upload & Parsing** using Streamlit file uploader 


🖼️ **PDF-to-Image Conversion** for Gemini's multimodal input 


🤖 **Gemini 1.5 Flash Integration** for AI-powered resume evaluation 


📝 **Custom Prompting** to drive HR-style or ATS-style assessments 


📊 **ATS-Style** Match Scoring with percentage and summary output 


⚡ Real-Time Feedback delivered through a responsive **Streamlit** UI 


## 📦 Tech Stack

- **Python** — Core backend language

- **Streamlit** — Web application framework for UI

- **Google Gemini 1.5 Flash** — AI model for resume evaluation

- **Google Generative AI API** — LLM integration

## 📁 Project Structure

```

/project-root/

│

├── .env

├── app.py

├── requirements.txt

└── README.md

```

## 📸 Screenshots

![Index](static/Index.png)

## Author

👤 **[Vetrivel Maheswaran](https://github.com/Vetrivel07)**

## Connect With Me 🌐

**[![LinkedIn](https://img.shields.io/badge/LinkedIn-Vetrivel%20Maheswaran-green)](https://www.linkedin.com/in/vetrivel-maheswaran/)**

**[![PortFolio](https://img.shields.io/badge/Portfolio-Vetrivel%20Maheswaran-blue)](https://vetrivel07.github.io/vetrivel-maheswaran)**

© Created by Vetrivel Maheswaran