Hello, I'm

Jake Shulman

ML engineer specializing in adversarial detection. I like to see beyond the data frame and build things that protect people.

By day, I work on attack detection at Abnormal Security—building ML systems that read emails and catch fraud. The work has stopped over a billion dollars in scams. I like problems where the setup matters more than the optimization, and finding the data everyone else missed.

This is my messy workshop: too many ideas, not enough time, and a stubborn belief that the best ideas show up when you keep tinkering.

Current stack

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A few things I'm currently juggling