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hypothesis-driven-development

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igarbayo / cloud-incident-predictor

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Binary classifier that predicts cloud infrastructure incidents from sliding windows of metric time series. Pre-internship project for JetBrains — HDD for data science, TDD for data engineering, MDD for business. RandomForest, PR-AUC = 0.728, lift 4.6×.

python machine-learning internship monitoring time-series random-forest scikit-learn alerting anomaly-detection hypothesis-driven-development
  • Updated Mar 15, 2026
  • Jupyter Notebook

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