Refactor analysis notebooks into production-grade code — triage what deserves productionizing, extract modules with tests, parameterize hardcoded values, pin environments for reproducibility, and schedule unattended runs with alerting. Owns general analysis/reporting notebooks; notebooks that feed model TRAINING (feature engineering + training DAGs, scheduled retraining) → ml-pipeline-design.