Research, design, and evaluate large-scale detection models to identify automated, fraudulent, and malicious Internet traffic. Analyze massive datasets to find adversarial patterns, define evaluation metrics for noisy ground truth, explore new AI/ML techniques (including LLMs), and partner with ML Engineers, Data Engineers, and Product to deploy and measure production impact.

Lead strategy and roadmap for AI Access products that let publishers control agent access, deliver specs and launches, partner with engineering, design, research, GTM, and BD, and represent the product externally to publishers, AI labs, and developers.