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VGW · $4.15B USD revenue
Fraud Detection System
$230M+ ROI in year one
Overview
Built and shipped a production fraud detection system combining Agentic AI, LLMs, and Computer Vision for a major gaming platform. The system eliminated initial fraud exposure during a new game launch and continues to protect revenue at scale.
Approach
Agentic AI + LLMs + Computer Vision
“Personally architected core systems: model architecture, LLM orchestration layer, and CV pipeline. This was hands-on work, not just team management.”
Technologies
PyTorchLangGraphAWS BedrockSageMakerComputer Vision