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20250232275. Machine Learning (Capital One Services, LLC)

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MACHINE LEARNING FOR SELECTING FRONT-END DEVICES

Abstract: in some implementations, a user device may transmit, to a routing system, a request that indicates an amount. the user device may additionally transmit, to the routing system, a current location associated with the user device and account information associated with a user of the user device. the user device may receive, from the routing system, an indication of at least one relevant front-end device, based on the amount, a time associated with the request, the current location, and the account information. the user device may output a representation of the at least one relevant front-end device.

Inventor(s): Rekha SIVAKOLUNDHU, Mohamed SECK, Balasubramanian KIRAHAMDURAI, Madhuri KHADKA, Nathan SANTOS, Gayatri VISHNUBHOTLA, Krystan R. FRANZEN, Suraj PINDORIA

CPC Classification: G06Q20/202 ({Interconnection or interaction of plural electronic cash registers [ECR] or to host computer, e.g. network details, transfer of information from host to ECR or from ECR to ECR})

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