Notification/Push Notification System

Let me walk you through how I'd design a notification system at production scale. I'll go stage by stage – business and ML objectives, high-level design, data and feature strategy, embeddings, pipeline architecture including modeling and training details, infrastructure, evaluation, and robustness. Notifications are critical for engagement but can easily become spam if poorly executed, requiring sophisticated optimization balancing value and annoyance.