Chapter 05
📄 Resume & Job Matcher
📄 Resume & Job Matcher
🚀 Overview
This app allows you to upload a Resume and a Job Description, then uses an LLM to:
- ✅ Provide a Fit Score (0–100%)
- 💪 Highlight strengths in the resume
- 📝 Suggest improvements tailored to the job
A great tool for job seekers to optimize resumes for each application.
🛠️ Tech Stack
- Python
- Streamlit – for UI
- Ollama + LLM (e.g.,
llama3) – for analysis - PyMuPDF – for PDF parsing
⚡ Setup Instructions
- Install dependencies:
bash
pip install -r requirements.txt - Install Ollama and run a model (e.g. llama3):
ollama run llama3 - Start the app:
streamlit run app.py