Roku, Inc.

Pradeep Reddy

Beth Teresa Logan

Shanshan Tuo

Sayan Maity

Vijay Anand Raghavan

Sreeram Srinivasan

Thong Le Nguyen

Christopher Carl Underwood

Shih-Ting Liu

Raviteja Gunda

A method may include determining a combination of values of attributes represented by reference data associated with payment transaction by training a machine learning model based on an association between (i) respective values of the attributes and (ii) the payment transactions having a given result. The combination may be correlated with having the given result. The method may also include selecting a subset of the payment transactions that is associated with the combination of values. The method may additionally include determining a first rate at which payment transactions of the subset have the given result during a first time period and a second rate at which one or more payment transactions associated with the combination have the given result during a second time period, and generating an indication that the two rates differ.

Automated payments performance monitoring, alerting and recommendation framework

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San Jose, CA, United States of America

Pradeep Reddy