Patents by Inventor Jack Etheredge

Jack Etheredge has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • System and methods for automated standardization of heterogeneous data using machine learning
    Patent number: 12579118
    Abstract: At least some embodiments are directed to a large-scale data standardization system. The system receives a set of documents with records formatted according to a third-party data schema. The system utilizes a first machine learning model to select a document from the set of documents. The system utilizes a machine learning model to select data classification labels formatted according to the third-party data schema. The classification labels are associated with a set of records. The system utilizes a second machine learning model to generate a canonical data structure constructed according to a standardized data schema based on the classification labels and the records associated with the classification labels.
    Type: Grant
    Filed: December 11, 2024
    Date of Patent: March 17, 2026
    Assignee: American Express Travel Related Services Company, Inc.
    Inventors: Alireza Aliamiri, Himanshu Prabhakar, Jack Etheredge, Katheryn Zhao, Nicholas Andrew Ondo, Rishi Anand, Suprabhat Gurrala
  • SYSTEM AND METHODS FOR AUTOMATED STANDARDIZATION OF HETEROGENEOUS DATA USING MACHINE LEARNING
    Publication number: 20250110935
    Abstract: At least some embodiments are directed to a large-scale data standardization system. The system receives a set of documents with records formatted according to a third-party data schema. The system utilizes a first machine learning model to select a document from the set of documents. The system utilizes a machine learning model to select data classification labels formatted according to the third-party data schema. The classification labels are associated with a set of records. The system utilizes a second machine learning model to generate a canonical data structure constructed according to a standardized data schema based on the classification labels and the records associated with the classification labels.
    Type: Application
    Filed: December 11, 2024
    Publication date: April 3, 2025
    Inventors: Alireza Aliamiri, Himanshu Prabhakar, Jack Etheredge, Katheryn Zhao, Nicholas Andrew Ondo, Rishi Anand, Suprabhat Gurrala
  • System and methods for automated standardization of heterogeneous data using machine learning
    Patent number: 12204506
    Abstract: At least some embodiments are directed to a large-scale data standardization system. The system receives a set of documents with records formatted according to a third-party data schema. The system utilizes a first machine learning model to select a document from the set of documents. The system utilizes a machine learning model to select data classification labels formatted according to the third-party data schema. The classification labels are associated with a set of records. The system utilizes a second machine learning model to generate a canonical data structure constructed according to a standardized data schema based on the classification labels and the records associated with the classification labels.
    Type: Grant
    Filed: April 16, 2020
    Date of Patent: January 21, 2025
    Assignee: American Express Travel Related Services Company, Inc.
    Inventors: Alireza Aliamiri, Himanshu Prabhakar, Jack Etheredge, Suprabhat Gurrala, Nicholas Andrew Ondo, Katheryn Zhao, Rishi Anand