HARD
Design a Content Moderation System
Design an automated content moderation system for a social media platform using ML and human review.
Estimated Time: 45 minutes
#Content Moderation#ML Pipeline#Human Review#Policy Engine
Solution Overview
Implement tiered moderation: automated ML screening, rule-based checks, human review queue. Use active learning to improve models.
Solution Overview
Implement tiered moderation: automated ML screening, rule-based checks, human review queue. Use active learning to improve models.
Hints to Get Started
1
Handling edge cases
2
Appeal process design
3
False positive minimization
Ml Models
- •Image classification
- •Text toxicity
- •Video analysis
- •Audio transcription
Moderation Pipeline
- •Upload
- •Hash matching
- •ML classification
- •Rule engine
- •Human review