Patents by Inventor Anbu Aaron Ajay Ullas

Anbu Aaron Ajay Ullas 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).

  • Publication number: 20230058632
    Abstract: Particular data is selected from a members-based dataset to provide a resultant training corpus. A first neural network receives that training corpus and generates a first trained machine learning model. That first trained machine learning model can predict member engagement score values for each of a plurality of candidate variable values. The aforementioned training corpus can also be provided to a second neural network to generate a second trained machine learning model. That second trained machine learning model can then be used to predict member engagement score values for each of a plurality of initial-state variable values. The aforementioned member engagement score values for each of the plurality of candidate variable values can then be consolidated with the member engagement score values for each of a plurality of initial-state variable values to thereby provide resultant consolidated member engagement score values.
    Type: Application
    Filed: August 17, 2021
    Publication date: February 23, 2023
    Inventors: Anbu Aaron Ajay Ullas, Ehsan Nazarian, Haining Liu, Pingjian Yu, Ketan Mudda, Sara Amin, Zekun Li