Patents by Inventor Swarna Bhagath IRUKULLA

Swarna Bhagath IRUKULLA 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).

  • System and method for implementing attribute classification for PII data
    Patent number: 11681817
    Abstract: An embodiment of the present invention is directed to classifying attributes into respective PI/PG categories based on metadata. An embodiment of the present invention may classify each attribute into PII/Non-PII and then into various Protection group codes that define access, roles permissions, privileges and/or other action. An embodiment of the present invention may leverage various statistical techniques, natural language processing (NLP) methods and different combinations of algorithms customized to improve prediction accuracies of a classifier model.
    Type: Grant
    Filed: September 25, 2019
    Date of Patent: June 20, 2023
    Assignee: JPMORGAN CHASE BANK, N.A.
    Inventors: Vijaya Kadiyala, Anil Kumar Gannamani, Swarna Bhagath Irukulla
  • System and method for implementing a self service machine learning framework
    Patent number: 11023101
    Abstract: An embodiment of the present invention is directed to reducing complexities in machine learning application development by providing a drag-and-drop user interface for an entire machine learning process. The innovative system significantly reduces development time and efforts. An embodiment of the present invention is directed to applying optimized common components that follow industry wide best practices thereby improving the time to market as well as the overall code quality. The embodiments of the present invention provide adaptability and extendibility to support various platforms. According to an embodiment of the present invention, a generic platform agnostic code generator may be extended to support various use cases, applications, platforms and environments.
    Type: Grant
    Filed: August 7, 2019
    Date of Patent: June 1, 2021
    Assignee: JPMorgan Chase Bank, N.A.
    Inventors: Venkata Rajam Raju Chiluvuri, Swarna Bhagath Irukulla, Sai Chaitanya Chitneedi, Anil Kumar Gannamani
  • SYSTEM AND METHOD FOR IMPLEMENTING ATTRIBUTE CLASSIFICATION FOR PII DATA
    Publication number: 20210089667
    Abstract: An embodiment of the present invention is directed to classifying attributes into respective PI/PG categories based on metadata. An embodiment of the present invention may classify each attribute into PII/Non-PII and then into various Protection group codes that define access, roles permissions, privileges and/or other action. An embodiment of the present invention may leverage various statistical techniques, natural language processing (NLP) methods and different combinations of algorithms customized to improve prediction accuracies of a classifier model.
    Type: Application
    Filed: September 25, 2019
    Publication date: March 25, 2021
    Inventors: Vijaya KADIYALA, Anil Kumar GANNAMANI, Swarna Bhagath IRUKULLA
  • SYSTEM AND METHOD FOR IMPLEMENTING A SELF SERVICE MACHINE LEARNING FRAMEWORK
    Publication number: 20210041991
    Abstract: An embodiment of the present invention is directed to reducing complexities in machine learning application development by providing a drag-and-drop user interface for an entire machine learning process. The innovative system significantly reduces development time and efforts. An embodiment of the present invention is directed to applying optimized common components that follow industry wide best practices thereby improving the time to market as well as the overall code quality. The embodiments of the present invention provide adaptability and extendibility to support various platforms. According to an embodiment of the present invention, a generic platform agnostic code generator may be extended to support various use cases, applications, platforms and environments.
    Type: Application
    Filed: August 7, 2019
    Publication date: February 11, 2021
    Inventors: Vankata Rajam Raju CHILUVURI, Swarna Bhagath IRUKULLA, Sai Chaitanya CHITNEEDI, Anil Kumar GANNAMANI