Automated Photo Tagging System

Let me walk you through how I'd design an automated photo tagging 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. This system automatically suggests people to tag in uploaded photos, making it effortless to tag friends while raising unique privacy and accuracy challenges.