End-to-end machine learning pipeline with Cloud Storage and BigQuery for training data, Data Labeling Service for annotation, Vertex AI Training and AutoML for model development, Model Registry for versioning, Vertex AI Endpoints for serving, and Cloud Functions for the inference API.