Patents by Inventor Ravi M. Shanbhag

Ravi M. Shanbhag 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).

  • Machine learning for automatically providing notifications and providing content dynamically
    Patent number: 11410778
    Abstract: Methods, apparatus, systems, computing devices, computing entities, and/or the like for using machine learning to predict micropopulation risk scores and use the micropopulation risk scores to predict a composite risk score. The composite risk score and it associated attributes can be used to provide notifications/messages and provide dynamic content to a mobile app.
    Type: Grant
    Filed: February 13, 2019
    Date of Patent: August 9, 2022
    Assignee: Optum, Inc.
    Inventors: Rama S. Ravindranathan, Guerino Bonetti, Ravi M. Shanbhag
  • MACHINE LEARNING FOR AUTOMATICALLY PROVIDING NOTIFICATIONS AND PROVIDING CONTENT DYNAMICALLY
    Publication number: 20200258634
    Abstract: Methods, apparatus, systems, computing devices, computing entities, and/or the like for using machine learning to predict micropopulation risk scores and use the micropopulation risk scores to predict a composite risk score. The composite risk score and it associated attributes can be used to provide notifications/messages and provide dynamic content to a mobile app.
    Type: Application
    Filed: February 13, 2019
    Publication date: August 13, 2020
    Inventors: Rama S. Ravindranathan, Guerino Bonetti, Ravi M. Shanbhag