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.

Date of Patent:
Sep. 09, 2025

Filed:

May. 21, 2025
Applicant:

Citibank, N.a., New York, NY (US);

Inventors:

Deepali Tuteja, Coppell, TX (US);

Girish Wali, Flower Mound, TX (US);

David Anandaraj Arulraj, Mason, OH (US);

Assignee:

CITIBANK, N.A., New York, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/28 (2019.01); G06F 16/21 (2019.01); G06F 16/25 (2019.01);
U.S. Cl.
CPC ...
G06F 16/287 (2019.01); G06F 16/213 (2019.01); G06F 16/258 (2019.01);
Abstract

Presented herein are systems and methods for aggregating data from disparate sources to output information. A computing system may transform a first plurality of datasets of a plurality of data sources by converting a first format of the corresponding data source for each of the first plurality of datasets to generate a second plurality of datasets in a second format of the computing system. The computing system may identify, from the second plurality of datasets, a subset of datasets using a feature selected for evaluation of a utility of the feature. The computing system may apply a machine learning model configured for the selected feature to the subset of datasets to generate an output that measures a likelihood of usefulness. The computing system may cause a visualization of the output for the feature to be displayed for presentation on a dashboard interface based on a template configured for the feature.


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