retraining-worker

Reference for the retraining-worker service (port 8005): Celery app setup, subprocess worker pattern, retrain_model task, shadow accuracy testing, model version promotion to Redis, and known gotchas including the scored_events gap. Load when working on anomaly-detection/services/retraining-worker/ma