ALEXANDRIA, Va., Oct. 21 -- United States Patent no. 12,768,826, issued on Oct. 20, was assigned to Christopher Singleton (Louisville, Ky.).

"Beverage flavoring control system" was invented by Christopher Singleton (Louisville, Ky.).

According to the abstract* released by the U.S. Patent & Trademark Office: "A method of training a machine learning model for evaluating flavor profiles of an alcoholic beverage includes a spectral sensor collecting optical properties of the beverage or flavoring agent suspended in the beverage within a container. Temperature and pressure sensors collect environment data of the container during a flavoring session. A control apparatus displays a user interface requesting a taste tester to select labels for th...