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Computer VisionMachine LearningAI Agents
AI Content Moderation for Social Media Platform
Media & Entertainment•4 months
The Challenge
The platform was struggling to moderate user-generated content at scale. Manual moderation was slow, expensive, and inconsistent, leading to policy violations slipping through and legitimate content being incorrectly flagged.
The Solution
We deployed a multi-modal AI content moderation system that analyzes images, videos, and text in real-time. The system uses computer vision for visual content analysis, NLP for text toxicity detection, and contextual understanding to reduce false positives.
Technology Stack
TensorFlowYOLOBERTGPT-4 VisionRedisKafkaPythonReact Admin Dashboard
Results
Moderation Speed
15x faster
Policy Violations Detected
+92%
False Positives Reduced
71%
Moderation Costs Reduced
$2.8M/year
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