SmartCV Analyzer

SmartCV Analyzer is an AI-powered resume evaluation tool that analyzes a candidate's resume against a given job description using Google's Gemini AI. The tool extracts text from the uploaded PDF, processes it, and generates an insightful evaluation report highlighting strengths, weaknesses, and areas for improvement.

🚀 Features

• Upload a resume in PDF format 📄
• Input a job description 🏢
• AI-based evaluation using Gemini AI 🤖
• Highlights strengths and weaknesses of the resume 📊
• Suggests improvements for better job alignment 🔍
• Runs within a Streamlit web application 🎨

🛠️ Tech Stack

• Python 🐍
• Streamlit for UI
• pdf2image for PDF processing
• PIL (Pillow) for image handling
• Google Generative AI (Gemini API) for evaluation

🔧 Installation

Prerequisites

• Python 3.8+
• Google Generative AI API Key

Steps

1. Clone the repository:

   git clone https://github.com/cmohan312002/resume-evaluation.git
   cd resume-evaluation

2. Install dependencies:

   pip install -r requirements.txt

3. Store your API key securely in Streamlit secrets:

   mkdir -p ~/.streamlit
   echo "[secrets]" > ~/.streamlit/secrets.toml
   echo "GOOGLE_API_KEY='your-api-key-here'" >> ~/.streamlit/secrets.toml

🏃‍♂️ Usage

1. Run the Streamlit app:

   streamlit run app.py

2. Upload a resume (PDF format).
3. Enter a job description.
4. Click Evaluate CV to get AI-generated feedback.

📌 Deployment on Streamlit Cloud

1. Push your code to GitHub.
2. Go to Streamlit Cloud.
3. Deploy the app and add the API key under Secrets in the Streamlit settings.

🔒 Security Best Practices

• Never hardcode API keys in the source code.
• Use Streamlit secrets for storing sensitive information.

📜 License

This project is licensed under the MIT License. See LICENSE for details.

📞 Contact

For any queries or contributions, reach out via email at [email protected] or create an issue in the repository.

Happy coding! 🚀