Beyond Data Validation Rules: Building a Self-Adapting Data Quality Detection Engine for Streaming Pipelines

How I designed and validated an adaptive statistical framework that detects data quality failures in real-time without hardcoded rules tested on 2M+ synthetic records across 90 days of simulated strea