vault
Anomaly Detection at Scale: Graph-Aware XGBoost for 1.2M Events/sec
Building Trufflow's high-throughput anomaly detection pipeline using graph-aware feature engineering, Polars vectorization, and XGBoost with a 73x accuracy lift over baseline methods.
June 15, 2025•8 min read