End-to-end MLOps solution for employee turnover prediction with SHAP explainability, fairness auditing, and real-time serving

This project demonstrates predictive modeling for employee turnover factors for an automotive manufacturer

Predict employee voluntary turnover using a rank-constrained decision tree with isotonic calibration and temporal cross-validation.

Prédiction du turnover des employés chez Salifort Motors via l'analyse de données RH et le Machine Learning (Random Forest/XGBoost). Projet Capstone Google Advanced Data Analytics.

Sistema Enterprise de People Analytics com Deploy em Nuvem. Predição de Turnover com 80% de Recall usando Scikit-Learn e Streamlit.

Modelo preditivo de turnover voluntário com LightGBM, predição 4 meses à frente, pipeline completo 01-10