Patents by Inventor Kishorekumar Torangallu

Kishorekumar Torangallu 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).

  • Systems and methods for machine learning-based data extraction
    Patent number: 12339908
    Abstract: In some aspects, the disclosure is directed to methods and systems for machine learning-based data extraction using multiple string searching models. String extraction logic may differ depending on the type of document received. For documents identified to contain line item structures, broader searching models are applied to the document to account for the increased variability of data in the document inherent in data organized in line item structures. For documents identifier to contain non-line item structures, stricter searching models are applied to the document to account for predictable data in the document associated with data organized in non-line item structures.
    Type: Grant
    Filed: September 28, 2021
    Date of Patent: June 24, 2025
    Assignee: Nationstar Mortgage LLC
    Inventors: Ankit Kumar Sinha, Hasan Kohadawala, Bhargava Reddy Karumuri, Saravanan Annamalai, Kishorekumar Torangallu, SaiNikitha Cheruku
  • SYSTEMS AND METHODS FOR MACHINE LEARNING-BASED DATA EXTRACTION
    Publication number: 20230101817
    Abstract: In some aspects, the disclosure is directed to methods and systems for machine learning-based data extraction using multiple string searching models. String extraction logic may differ depending on the type of document received. For documents identified to contain line item structures, broader searching models are applied to the document to account for the increased variability of data in the document inherent in data organized in line item structures. For documents identifier to contain non-line item structures, stricter searching models are applied to the document to account for predictable data in the document associated with data organized in non-line item structures.
    Type: Application
    Filed: September 28, 2021
    Publication date: March 30, 2023
    Applicant: Nationstar Mortgage LLC, d/b/a/ Mr. Cooper
    Inventors: Ankit Kumar Sinha, Hasan Kohadawala, Bhargava Reddy Karumuri, Saravanan Annamalai, Kishorekumar Torangallu, SaiNikitha Cheruku