⚠️ Note: This repository contains a legacy prototype and is no longer actively maintained. The production version has been migrated to a FastAPI + Next.js stack at TemanHire.com.
This was the initial prototype for TemanHire's hiring prediction system built with Streamlit. It served as a proof-of-concept for our ML-powered hiring decision support system.
- ML-based hiring decision predictions
- Interactive web interface built with Streamlit
- Support for different education levels and recruitment strategies
- Real-time prediction with confidence scores
- Debug mode for model transparency
- Python 3.11
- Streamlit
- scikit-learn
- pandas
- numpy
- joblib
This prototype was developed to validate our ML model and user interface concepts. While it successfully demonstrated the core functionality, we've since moved to a more scalable architecture:
- Frontend: Next.js
- Backend: FastAPI
- ML Model: Deployed as a microservice
pip install -r requirements.txt
streamlit run app.py📝 For the current production version, please visit TemanHire.com