Anbu-00001/Sentinel-AIOps: 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
Language: Python
Topics: automated-testing, chaos-engineering, containerization, data-integrity, drift-detection, event-driven-architecture, fastmcp, feature-importance, mlops, model-context-protocol, multiclass-classification, population-stability-index, prometheus-monitoring, pydantic-validation, reliability-engineering
Category: agent-governance-security