🏃 Sovereign Agent Evaluation Framework - Zero cloud dependencies. Local-only, cryptographically signed benchmarks for AI agents. npm run demo = instant evals.

An end-to-end Machine Learning project featuring a modular pipeline, configuration-driven workflows, MLflow experiment tracking, DagsHub integration, and a Flask web interface, following industry-standard MLOps practices.

Adaptive multi-star candidate ranking system using deterministic scoring + relevance feedback with bias-aware filtering.

Deterministic job decision engine that scores opportunities using a transparent, testable formula and logs every decision with full traceability. Hybrid 5-signal scoring with a bounded LLM reasoning layer. Reproducible outputs across local, CI, and production environments.