Patents by Inventor Halil Cobuloglu

Halil Cobuloglu has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Systems and methods for using machine learning algorithms to forecast promotional demand of products
    Patent number: 12664562
    Abstract: A method is provided. The method includes: obtaining a new marketing promotion for a particular product; determining, based on the particular product, a first product segment from a plurality of product segments; determining, by the PFCS, one or more promotional forecasting machine learning-artificial intelligence (ML-AI) models from a plurality of promotional forecasting ML-AI models to use for the new marketing promotion based on the first product segment; inputting promotional information associated with the new marketing promotion into the one or more determined promotional forecasting ML-AI models to forecast an amount of the particular product to provide to one or more storefronts; and providing product information indicating the amount of the particular product to one or more facility computing systems associated with the one or more storefronts.
    Type: Grant
    Filed: February 16, 2023
    Date of Patent: June 23, 2026
    Assignee: CVS Pharmacy, Inc.
    Inventors: Samta Shukla, Mukul Sankule, Diego Juarez, Delfina Iriarte, Nicolás García Aramouni, John R. Cybulski, Halil Cobuloglu
  • SYSTEMS AND METHODS FOR USING MACHINE LEARNING ALGORITHMS TO FORECAST PROMOTIONAL DEMAND OF PRODUCTS
    Publication number: 20240281831
    Abstract: A method is provided. The method includes: obtaining a new marketing promotion for a particular product; determining, based on the particular product, a first product segment from a plurality of product segments; determining, by the PFCS, one or more promotional forecasting machine learning-artificial intelligence (ML-AI) models from a plurality of promotional forecasting ML-AI models to use for the new marketing promotion based on the first product segment; inputting promotional information associated with the new marketing promotion into the one or more determined promotional forecasting ML-AI models to forecast an amount of the particular product to provide to one or more storefronts; and providing product information indicating the amount of the particular product to one or more facility computing systems associated with the one or more storefronts.
    Type: Application
    Filed: February 16, 2023
    Publication date: August 22, 2024
    Inventors: Samta Shukla, Mukul Sankule, Diego Juarez, Delfina Iriarte, Nicolás García Aramouni, John R. Cybulski, Halil Cobuloglu