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Sentinel AIOps
MCPOpen SourceMIT24.0
by Anbu-00001 • Uncategorized
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
Description
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
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Service TypeMCP
Pricing ModelFree
Capabilities0 Tools / 0 Prompts / 0 Resources
OwnerAnbu-00001
CategoryUncategorized
Tags
automated-testingchaos-engineeringcontainerizationdata-integritydrift-detectionevent-driven-architecturefastmcpfeature-importancemlopsmodel-context-protocolmulticlass-classificationpopulation-stability-indexprometheus-monitoringpydantic-validationreliability-engineering