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prometheus-monitoring

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A production-grade AIOps framework focused on model integrity and autonomous reliability. Features a LightGBM-driven multiclass inference engine via FastMCP, validated against data leakage through NMI analysis. Includes real-time Population Stability Index (PSI) drift monitoring and a closed-loop human-in-the-loop feedback system for sustainable ML

  • Updated Mar 2, 2026
  • Python

A novel adaptive security and deception platform using biological metaphors (protein folding, enzyme kinetics, immune response) with real cryptography, high-interaction honeypots, and Prometheus monitoring. Designed for biotech, pharma, and clinical research defense.

  • Updated Dec 30, 2025
  • Python

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