---
license: mit
---

# ResumeMatch Pro - AI-Powered Resume Analyzer

## 🚀 Introduction
ResumeMatch Pro is an advanced AI-powered resume analyzer and job matching tool designed to streamline the hiring process. Using state-of-the-art NLP techniques, it evaluates resumes against job descriptions and provides actionable feedback to improve candidate-job alignment.

## 🌟 Features
- **Smart Resume Parsing:** Extracts text from PDF and DOCX resumes.
- **AI-Powered Matching:** Uses OpenAI embeddings to compute semantic similarity.
- **Comprehensive Analysis:** Evaluates skills, experience, education, certifications, and domain expertise.
- **Interactive Dashboards:** Visualizes match scores and trends.
- **Batch Processing:** Supports multiple resume uploads for bulk analysis.
- **Modern UI:** Enhanced with Streamlit for a seamless user experience.

## 🏗️ Installation
Ensure you have Python 3.8+ installed. Clone the repository and install dependencies:

```bash
pip install -r requirements.txt
```

## 🔑 API Key Setup
Set your OpenAI API key as an environment variable:

```bash
export OPENAI_API_KEY='your-api-key-here'
```

Or add it directly to the script where required.

## 🚀 Running the Application
Launch the Streamlit app:

```bash
streamlit run app.py
```

## 📂 File Formats Supported
- **PDF** (.pdf)
- **Microsoft Word** (.docx, .doc)

## 📊 Visualization
The app provides:
- **Bar Charts** for resume comparison.
- **Radar Charts** for top candidate analysis.
- **Interactive Tables** for detailed breakdowns.

## 📥 Upload & Analyze Resumes
Upload multiple resumes and get:
- **Match Scores** based on skills, experience, and education.
- **Personalized Feedback** for each candidate.
- **Downloadable Reports** in CSV format.

## 🛠️ Technology Stack
- **Python**
- **Streamlit**
- **OpenAI GPT-4 API**
- **Scikit-learn** (cosine similarity)
- **PyMuPDF (Fitz)** (PDF processing)
- **Python-docx** (Word document processing)
- **Plotly** (Data visualization)

## 🔗 Connect with Me
If you find this useful, feel free to reach out and share feedback!

🔹 [LinkedIn](https://www.linkedin.com/in/neel-nikunjkumar-soni-5b0562204/)  
🔹 [Hugging Face](https://huggingface.co/neelnsoni13/)  
🔹 [GitHub](https://github.com/neel13062003)

## 🎥 Demo Video
Check out the demo video on my LinkedIn to see it in action!

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🚀 **Enhance your hiring process with AI-powered resume analysis!**