About

AI/ML systems, agents, behavior modeling, and production systems in adversarial and uncertain environments.

James Verbus working on the LUX dark matter detector
Working on detector hardware for the LUX dark matter experiment.

Background

My background is in experimental particle physics and AI. On the LUX dark matter experiment, I worked on analyses looking for dark matter interactions in large event datasets.

In AI, I have built systems for detecting fake accounts, hacked accounts, bots, automation, scraping, spam, and other abusive behavior while distinguishing it from normal product activity.

Additional work includes isolation-forest, a Spark/Scala implementation for large-scale unsupervised anomaly detection, along with patents, publications, talks, and academic collaborations.

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