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:
Sep. 15, 2026
Filed:
Jan. 24, 2024
Fedex Dataworks, Inc., Memphis, TN (US);
Jeremy Lerner, Southfield, MI (US);
Sean Livelsberger, Hawthorn Woods, IL (US);
Gregory Gandenberger, Mt Prospect, IL (US);
Federal Express Corporation, Memphis, TN (US);
Abstract
A system for recommending products, wherein the system is configured to train a machine learning model to predict a seed product for a user from a product database, predict the seed product for the user using the machine learning model, and encode an image of the seed product into a vector representation of the seed product. The system is further configured to receive information indicative of the user's product preferences, modify the vector representation of the seed product based on the user's product preferences, and search vector representations of products to find a vector representation that is the closest match. The system may further output, based on the results of the search, a recommended product from the product database corresponding to the closest match vector, to the user.