The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jul. 07, 2026
Filed:
Feb. 22, 2021
Capital One Services, Llc, McLean, VA (US);
Michael Edwards, Arlington, VA (US);
Lindsay Sturm, Seattle, WA (US);
Christopher Larson, Denver, CO (US);
Noriaki Tatsumi, Silver Spring, MD (US);
Keira Zhou, Brooklyn, NY (US);
Sinan Gul, New York, NY (US);
Mesfin Mulugeta Dinku, Vienna, VA (US);
Bhanu Gupta, Springfield, NJ (US);
Christian Bartram, Orlando, FL (US);
Connor Cason, Vienna, VA (US);
CAPITAL ONE SERVICES, LLC, McLean, VA (US);
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.