Walmart Apollo, LLC

Mayra Rocio Harmon

Linhong Kang

Uday Akella

Zhiping Tang

Kristin Danielle Piper

YiYi Zeng

John Fields

Charlie Berry

Arthi Vijayakumar

Nathan Olds

Christine L Andrews

Rohit C Dharmadhikari

Jose A Estrada

Systems, apparatuses, and methods are provided herein for monitoring beverage dispenser. A system for controlling beverage quality comprises a beverage dispenser monitoring unit comprising: a plurality of weight sensors each positioned below one of a plurality of syrup containers connected to a beverage dispenser, and a first network adapter configured to communicate with a control unit. The control unit configured to detect a low weight reading from a weight sensor of the plurality of weight sensors of the beverage dispenser monitoring unit via the second network adapter, determine a syrup container of the plurality of syrup containers associated with the weight sensor, and provide a notification of low syrup level indicating the syrup container to at least one of the plurality of user interface devices.

System and method for monitoring beverage dispenser

This application relates to apparatus and methods for identifying fraudulent payment transfers. In some examples, a computing device determines payment transfer initiation features, and payment transfer reception features, based on previous payment transfer data. The computing device may train a machine learning fraud detection model with the payment transfer initiation features, and may train a machine learning fraud detection model with the payment transfer reception features. Once trained, the computing device may employ the machine learning fraud detection models to identify fraudulent payment transfers. For example, the computing device may determine whether a payment transfer is fraudulent when the payment transfer is initiated. Assuming the payment transfer is allowed, the computing device may determine whether the payment transfer is fraudulent when the payment is being received. In some examples, the computing device prevents completion of the purchase transaction if the payment transfer is determined to be fraudulent.

Methods and apparatus for payment transfer fraud detection

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Cave Springs, AR, United States of America

Mayra Rocio Harmon