US 11,783,280 B2
System and method for carrier selection
Christina Marie Reczek, Carnegie, PA (US); and Scott Walter Greacen, Wexford, PA (US)
Assigned to PITT OHIO, Pittsburgh, PA (US)
Filed by PITT OHIO, Pittsburgh, PA (US)
Filed on Oct. 14, 2021, as Appl. No. 17/501,299.
Prior Publication US 2023/0120374 A1, Apr. 20, 2023
Int. Cl. G06Q 10/08 (2023.01); G06Q 10/0834 (2023.01)
CPC G06Q 10/0834 (2013.01) 20 Claims
OG exemplary drawing
 
1. A system for carrier selection, comprising:
a computing device configured to:
receive a transport request from an external computing device, wherein the transport request comprises transport request data conveyed to the computing device;
secure the transport request data by an immutable sequential listing;
receive, from a carrier database, at least a carrier datum corresponding to at least a carrier of a plurality of carriers, wherein the at least a carrier datum comprises at least a transport path for the at least a carrier of the plurality of carriers comprising directions between a departure point and an arrival point;
generate a carrier optimization model as a function of the transport request, wherein the carrier optimization model minimizes a loss function and is configured to:
receive training data, wherein the training data correlates a plurality of transport data to a carrier ranking;
train a first machine learning model as a function of the training data;
determine at least one transport parameter as a function of a first machine learning model, the first machine learning model configured to receive the transport request data as an input and output the at least one transport parameter; and
rank, as a function of a second machine learning model, a group of carriers, wherein the first machine learning model receives the transport request data and the at least one transport parameter determined as a function of the first machine learning model as an input and outputs a carrier ranking of each carrier of the group of carriers;
identify a carrier of the plurality of carriers to complete the transport request as a function of the transport request, the determined transport parameter, and the carrier ranking; and
provide a carrier selection as a function of the carrier optimization model and the identified carrier.