Patents by Inventor Sambasiva R. Murakonda

Sambasiva R. Murakonda 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: 20220351083
    Abstract: A data pipeline tool provides a machine-learning design interface that a user can utilize (e.g., via an electronic device such as a personal computer, tablet, or smart phone) to design or configure data pipelines or workflows defining the manner in which ML models are developed, trained, tested, validated, or deployed. Once deployed, a designed ML model may generate predictive results based on input data fed to the ML model. The tool may present the predictive results via a GUI, and may enable a user to mark-up or otherwise interact with those predictive results. The tool may enable the user to share the results (which may include a mark-up or annotation provided by a user).
    Type: Application
    Filed: July 18, 2022
    Publication date: November 3, 2022
    Inventors: Sambasiva R. Murakonda, Theodore Edward Dorner
  • Patent number: 11392855
    Abstract: A data pipeline tool provides a machine-learning design interface that a user can utilize (e.g., via an electronic device such as a personal computer, tablet, or smart phone) to design or configure data pipelines or workflows defining the manner in which ML models are developed, trained, tested, validated, or deployed. Once deployed, a designed ML model may generate predictive results based on input data fed to the ML model. The tool may present the predictive results via a GUI, and may enable a user to mark-up or otherwise interact with those predictive results. The tool may enable the user to share the results (which may include a mark-up or annotation provided by a user).
    Type: Grant
    Filed: May 3, 2019
    Date of Patent: July 19, 2022
    Assignee: State Farm Mutual Automobile Insurance Company
    Inventors: Sambasiva R. Murakonda, Theodore Edward Dorner
  • Publication number: 20220058528
    Abstract: A data pipeline tool provides a machine-learning design interface that a user can utilize (e.g., via an electronic device such as a personal computer, tablet, or smart phone) to design or configure data pipelines or workflows defining the manner in which ML models are developed, trained, tested, validated, or deployed. Once deployed, a designed ML model may generate predictive results based on input data fed to the ML model. The tool may present the predictive results via a GUI, and may enable a user to mark-up or otherwise interact with those predictive results. The tool may enable the user to share the results (which may include a mark-up or annotation provided by a user).
    Type: Application
    Filed: November 2, 2021
    Publication date: February 24, 2022
    Inventors: Sambasiva R. Murakonda, Theodore Edward Dorner
  • Patent number: 11182697
    Abstract: A data pipeline tool provides a machine-learning design interface that a user can utilize (e.g., via an electronic device such as a personal computer, tablet, or smart phone) to design or configure data pipelines or workflows defining the manner in which ML models are developed, trained, tested, validated, or deployed. Once deployed, a designed ML model may generate predictive results based on input data fed to the ML model. The tool may present the predictive results via a GUI, and may enable a user to mark-up or otherwise interact with those predictive results. The tool may enable the user to share the results (which may include a mark-up or annotation provided by a user).
    Type: Grant
    Filed: May 3, 2019
    Date of Patent: November 23, 2021
    Assignee: State Farm Mutual Automobile Insurance Company
    Inventors: Sambasiva R. Murakonda, Theodore Edward Dorner