Patents by Inventor Rajiv Veeraraghavan

Rajiv Veeraraghavan 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 INSULT RATE TESTING AND RECONFIGURING AN AUTOMATED DECISIONING WORKFLOW COMPUTER FOR IMPROVING A MACHINE LEARNING-BASED DIGITAL FRAUD AND DIGITAL ABUSE MITIGATION PLATFORM
    Publication number: 20210224826
    Abstract: A system and method for generating an insult rate and reconfiguring an automated decisioning workflow includes configuring a testing group based on sampling from online events having an adverse disposal decision computed by an automated decisioning workflow computer that is configured with machine learning-based threat score thresholds that, if satisfied, causes a computation of a disallow decision or a block decision for a given online event; evaluating a performance and collecting performance data of distinct members of the testing group over a testing period; computing an insult rate for the testing group based on the performance data; computing an insult rate equilibrium for the automated decisioning workflow computer based on the performance data; evaluating the insult rate against the insult rate equilibrium; and reconfiguring adverse decisioning thresholds based on the evaluation of the insult rate of the testing group against the insult rate equilibrium for the automated decisioning workflow computer.
    Type: Application
    Filed: April 5, 2021
    Publication date: July 22, 2021
    Inventors: Rajiv Veeraraghavan, Pradhan Umesh, Rishabh Kothari, Abbey Chaver
  • Systems and methods for insult rate testing and reconfiguring an automated decisioning workflow computer for improving a machine learning-based digital fraud and digital abuse mitigation platform
    Patent number: 11068910
    Abstract: A system and method for generating an insult rate and reconfiguring an automated decisioning workflow includes configuring a testing group based on sampling from online events having an adverse disposal decision computed by an automated decisioning workflow computer that is configured with machine learning-based threat score thresholds that, if satisfied, causes a computation of a disallow decision or a block decision for a given online event; evaluating a performance and collecting performance data of distinct members of the testing group over a testing period; computing an insult rate for the testing group based on the performance data; computing an insult rate equilibrium for the automated decisioning workflow computer based on the performance data; evaluating the insult rate against the insult rate equilibrium; and reconfiguring adverse decisioning thresholds based on the evaluation of the insult rate of the testing group against the insult rate equilibrium for the automated decisioning workflow computer.
    Type: Grant
    Filed: April 5, 2021
    Date of Patent: July 20, 2021
    Assignee: Sift Science, Inc.
    Inventors: Rajiv Veeraraghavan, Pradhan Umesh, Rishabh Kothari, Abbey Chaver
  • Systems and methods for insult rate testing and reconfiguring an automated decisioning workflow computer for improving a machine learning-based digital fraud and digital abuse mitigation platform
    Patent number: 10997608
    Abstract: A system and method for generating an insult rate and reconfiguring an automated decisioning workflow includes configuring a testing group based on sampling from online events having an adverse disposal decision computed by an automated decisioning workflow computer that is configured with machine learning-based threat score thresholds that, if satisfied, causes a computation of a disallow decision or a block decision for a given online event; evaluating a performance and collecting performance data of distinct members of the testing group over a testing period; computing an insult rate for the testing group based on the performance data; computing an insult rate equilibrium for the automated decisioning workflow computer based on the performance data; evaluating the insult rate against the insult rate equilibrium; and reconfiguring adverse decisioning thresholds based on the evaluation of the insult rate of the testing group against the insult rate equilibrium for the automated decisioning workflow computer.
    Type: Grant
    Filed: October 29, 2020
    Date of Patent: May 4, 2021
    Assignee: Sift Science, Inc.
    Inventors: Rajiv Veeraraghavan, Pradhan Bagur Umesh, Rishabh Kothari, Abbey Chaver