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:
Oct. 20, 2026

Filed:

Nov. 09, 2023
Applicant:

Walmart Apollo, Llc, Bentonville, AR (US);

Inventors:

Koustav Nandi, Bangalore, IN;

Nitish Varshney, Karnataka, IN;

Girish Sathyanarayana, Mysore, IN;

Kunal Kishore, Jharkhand, IN;

Assignee:

Walmart Apollo, LLC, Bentonville, AR (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 30/02 (2023.01); G06N 3/091 (2023.01); G06Q 30/0241 (2023.01); G06Q 30/0242 (2023.01);
U.S. Cl.
CPC ...
G06Q 30/0243 (2013.01); G06N 3/091 (2023.01); G06Q 30/0277 (2013.01);
Abstract

Systems and methods for predicting advertising related inventory and opportunity for advertising campaigns based on metadata and dimensionality reduction are disclosed. In some embodiments, a disclosed method includes: receiving, from a computing device, a prediction request associated with an advertising campaign; determining a metadata set associated with the advertising campaign; generating, based on a machine learning model, an embedding for the metadata set; determining, based on the embedding, at least one embedding associated with at least one advertising opportunity data; generating predicted advertising opportunity data for the advertising campaign based on the at least one advertising opportunity data; and transmitting the predicted advertising opportunity data to the computing device.


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Nandi, Koustav. (2026). System and method for predicting advertising related data based on metadata and dimensionality reduction (U.S. Patent No. 12770165). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12770165

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