#Data Annotation

Human-in-the-loop Labeling System Design for ML Training

Comprehensive design document for building scalable human-in-the-loop labeling systems with active learning and quality control mechanisms.

• CategoryAI/ML System Design
• UpdatedMay 19, 2026
• Reading time35 min read