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Full-Stack · 2026

BurnoutCompass AI

End-to-end employee burnout prediction with a stacking ensemble (Random Forest, Gradient Boosting, Decision Tree), a FastAPI inference API and a React + TypeScript frontend; models serialized with Joblib.

Tech stack

  • Scikit-learn
  • FastAPI
  • React
  • TypeScript
  • Joblib
M

drawing ideas into systems...