Patents by Inventor Zachary Smetana

Zachary Smetana 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).

  • CLASSIFYING AND ORGANIZING DIGITAL CONTENT ITEMS AUTOMATICALLY UTILIZING CONTENT ITEM CLASSIFICATION MODELS
    Publication number: 20230186071
    Abstract: The present disclosure relates to systems, methods, and non-transitory computer-readable media that utilize machine-learning models to classify content items and automatically organize the content items within a file structure according to their content item classifications. For instance, a content item classification system generates one or more content item classification models to determine classifications for content items and/or folders. In some instances, the classification system detects when new content items are added to a smart folder, determines destination folders to which the content items belong based on classifying the content items, and automatically moves the content items accordingly. In various instances, the classification system generates and utilizes a classification model to organize content items into dynamically-generated folders.
    Type: Application
    Filed: December 11, 2021
    Publication date: June 15, 2023
    Inventors: Tristan Frederick Rice, Jongmin Baek, Ermo Wei, Morgan Zerby, Win Suen, David Lichtenberg, Thomas Berg, Christopher Lesniewski-Laas, Brandon Obas, Mingming Liu, Zachary Smetana, Bryan Guillemette, Panashe Machinda Fundira, Kevin Li, Vidit Bhargava
  • CLASSIFYING AND ORGANIZING DIGITAL CONTENT ITEMS AUTOMATICALLY UTILIZING CONTENT ITEM CLASSIFICATION MODELS
    Publication number: 20230185769
    Abstract: The present disclosure relates to systems, methods, and non-transitory computer-readable media that utilize machine-learning models to classify content items and automatically organize the content items within a file structure according to their content item classifications. For instance, a content item classification system generates one or more content item classification models to determine classifications for content items and/or folders. In some instances, the classification system detects when new content items are added to a smart folder, determines destination folders to which the content items belong based on classifying the content items, and automatically moves the content items accordingly. In various instances, the classification system generates and utilizes a classification model to organize content items into dynamically-generated folders.
    Type: Application
    Filed: December 11, 2021
    Publication date: June 15, 2023
    Inventors: David Lichtenberg, Thomas Berg, Christopher Lesniewski-Laas, Brandon Obas, Mingming Liu, Zachary Smetana, Bryan Guillemette, Panashe Machinda Fundira, Kevin Li, Vidit Bhargava