HR Analytics Dashboard | Attrition Prediction | Power BI Style | HR Assistant
End-to-end people analytics system identifying at-risk employees with 96% AUC accuracy. Covers the full pipeline — data engineering, ML modeling, SHAP explainability, and an interactive dashboard with segment analysis and a retention What-If simulator.
A Streamlit-based web app that predicts employee attrition using machine learning. Upload employee data and get instant predictions on who is likely to leave.
Responsible retention risk modeling and workforce stability decision support. Explainable ML with per-prediction SHAP attributions. Multi-page Streamlit dashboard.
Déploiement d'un modèle ML d'attrition avec FastAPI, PostgreSQL, tests pytest et CI/CD GitHub Actions - Projet 5 OpenClassrooms Master Data Science
🚀 Create insightful HR analytics with this ChatGPT-powered chatbot, featuring attrition prediction and visual dashboards for enhanced employee engagement.
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