Patents by Inventor Thushara Paul

Thushara Paul 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).

  • Patent number: 11675764
    Abstract: Techniques described herein may support a learned ontology or meaning for user, organization, or customer specific data. According to the techniques described herein, a set of datasets corresponding to an entity may be processed to generate a master dataset including rows that include at least a field name and a value corresponding to the field. The master dataset is processed to generate a corpus of text strings that is input into a word embedding function which generates a set of vectors based on the corpus. Because the configuration of the text string positions values by field names and field values, implicit relationships and contexts are identified within the data using the word embedding function.
    Type: Grant
    Filed: October 16, 2020
    Date of Patent: June 13, 2023
    Assignee: Salesforce, Inc.
    Inventors: Zuye Zheng, Vaibhav Garg, Sumitkumar Kukkar, Timothy Noonan, Evan Tsao, Thushara Paul, Behzad Farhang Richey
  • Publication number: 20220121636
    Abstract: Techniques described herein may support a learned ontology or meaning fhr user, organization, or customer specific data. According to the techniques described herein, a set of datasets corresponding to an entity may be processed to generate a master dataset including rows that include at least a field name and a value corresponding to the field. The master dataset is processed to generate a corpus of text strings that is input into a word embedding function which generates a set of vectors based on the corpus. Because the configuration of the text string positions values by field names and field values, implicit relationships and contexts are identified within the data using the word embedding function.
    Type: Application
    Filed: October 16, 2020
    Publication date: April 21, 2022
    Inventors: Zuye Zheng, Vaibhav Garg, Sumitkumar Kukkar, Timothy Noonan, Evan Tsao, Thushara Paul, Behzad Farhang Richey