⚡ JobJolt AI - Resume Role Classifier

JobJolt AI is an AI-powered web app that classifies uploaded resumes into relevant job roles using Machine Learning. It supports multiple formats (PDF, DOCX, TXT) and provides instant role predictions with confidence scores.

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🔍 Features

• 📝 Upload or Paste Resume: PDF, DOCX, TXT, or plain text
• ⚙️ TF-IDF Vectorization: Extracts key information from resumes
• 🧠 Naive Bayes Classifier: Trained on labeled resume data
• 📈 Analytics Dashboard: Visualize predictions and confidence
• 🎯 Confidence Score: Know how sure the model is
• 🌈 Beautiful UI: Built with Streamlit and custom CSS

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🚀 Try It Live

👉 [Click here to access JobJolt AI] : https://jobjolt-ai.streamlit.app/

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🛠️ How It Works

1. Upload or paste your resume
2. Text is extracted and vectorized using TF-IDF
3. ML model predicts your job role
4. You get instant predictions + confidence score

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🧠 Model Details

• Algorithm: Multinomial Naive Bayes
• Vectorizer: TF-IDF
• Accuracy: ~95% on test data
• Job Roles: 23+ (e.g. Data Scientist, Java Developer, HR, etc.)

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📦 Tech Stack

• Python
• Streamlit
• Scikit-learn
• Plotly
• PyMuPDF
• python-docx

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📂 Project Structure

📁 model/ └── resume_classifier_model.pkl └── tfidf_vectorizer.pkl 📄 app.py 📄 requirements.txt 📄 README.md

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🧾 Installation

git clone https://github.com/your-username/jobjolt-ai.git
cd jobjolt-ai
pip install -r requirements.txt
streamlit run app.py


👨‍💻 Developer
Name: Krishna Gandhi

Version: 2.0 Enhanced

Last Updated: July 2025

📬 Contact
If you have questions, reach out via krishnagandhi0911@gmail.com
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- App Link : https://jobjolt-ai.streamlit.app/
- My linked in profile : https://www.linkedin.com/in/krishna-gandhi-go/