Patents by Inventor Jayavijay Sarathy

Jayavijay Sarathy 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).

  • Green artificial intelligence implementation
    Patent number: 11593678
    Abstract: A model designer creates models for machine learning applications while focusing on reducing the carbon footprint of the machine learning application. The model designer can automatically extract features of a machine learning application from requirements documents and automatically generate source code to implement that machine learning application. The model designer then uses computing statistics of previous models and machine learning applications to determine hardware limitations or restrictions to be placed on machine learning application or model. The designer then adds or adjusts the source code to enforce these hardware limitations and restrictions.
    Type: Grant
    Filed: May 26, 2020
    Date of Patent: February 28, 2023
    Assignee: Bank of America Corporation
    Inventors: Madhusudhanan Krishnamoorthy, Jayavijay Sarathy
  • GREEN ARTIFICIAL INTELLIGENCE IMPLEMENTATION
    Publication number: 20210374561
    Abstract: A model designer creates models for machine learning applications while focusing on reducing the carbon footprint of the machine learning application. The model designer can automatically extract features of a machine learning application from requirements documents and automatically generate source code to implement that machine learning application. The model designer then uses computing statistics of previous models and machine learning applications to determine hardware limitations or restrictions to be placed on machine learning application or model. The designer then adds or adjusts the source code to enforce these hardware limitations and restrictions.
    Type: Application
    Filed: May 26, 2020
    Publication date: December 2, 2021
    Inventors: Madhusudhanan Krishnamoorthy, Jayavijay Sarathy