Deploy content moderation API

Build and deploy ML-powered content moderation API.

Moderation Capabilities:

1. Text Moderation

   • Toxicity detection
   • Hate speech detection
   • Spam detection
   • PII detection

2. Image Moderation

   • NSFW content detection
   • Violence detection
   • Logo/brand detection

3. Video Moderation

   • Frame sampling for image moderation
   • Audio transcription + text moderation

Models:

• Use pre-trained models (Perspective API, AWS Rekognition)
• Fine-tune for domain-specific content
• Ensemble approach for better accuracy

Implementation:

• API design and documentation
• Model integration
• Async processing for videos
• Confidence scoring
• Human review queue for edge cases
• Metrics dashboard

SLAs:

• Text: < 100ms
• Images: < 500ms
• Videos: async (< 5 minutes)