|
Abstract:
|
Stripe is an internet payments company that processes billions of dollars per year. Because companies that deal with payments also have to deal with fraud, Stripe has a machine learning team that uses a statistical approach to fraud fighting. This poster illustrates some of the modeling work I've done at Stripe to develop and evaluate statistical models to thwart fraudsters, including the fun challenges presented by working directly with customer-facing payments infrastructure and complex data.
|
