Patents by Inventor Sinan Gul

Sinan Gul 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).

  • Systems and methods for implementing data transformations in multiple execution contexts
    Patent number: 12675728
    Abstract: A data transformation system for implementing reproducible and consistent data transformations in multiple execution contexts (batch, streaming, etc.) where the transformation function/logic initially acts on historical raw data to produce derived data to train a machine learning model. When the model is trained and deployed to handle streaming event data, the same transformation is reused to transform streaming data into the appropriate derived data for the model scoring, and later for a refit of the model.
    Type: Grant
    Filed: February 22, 2021
    Date of Patent: July 7, 2026
    Assignee: CAPITAL ONE SERVICES, LLC
    Inventors: Michael Edwards, Lindsay Sturm, Christopher Larson, Noriaki Tatsumi, Keira Zhou, Sinan Gul, Mesfin Mulugeta Dinku, Bhanu Gupta, Christian Bartram, Connor Cason
  • SYSTEMS AND METHODS FOR IMPLEMENTING DATA TRANSFORMATIONS IN MULTIPLE EXECUTION CONTEXTS
    Publication number: 20220269978
    Abstract: A data transformation system for implementing reproducible and consistent data transformations in multiple execution contexts (batch, streaming, etc.) where the transformation function/logic initially acts on historical raw data to produce derived data to train a machine learning model. When the model is trained and deployed to handle streaming event data, the same transformation is reused to transform streaming data into the appropriate derived data for the model scoring, and later for a refit of the model.
    Type: Application
    Filed: February 22, 2021
    Publication date: August 25, 2022
    Inventors: Michael Edwards, Lindsay Sturm, Christopher Larson, Noriaki Tatsumi, Keira Zhou, Sinan Gul, Mesfin Mulugeta Dinku, Bhanu Gupta, Christian Bartram, Connor Cason