Patents by Inventor Malarvizhi Saravanan

Malarvizhi Saravanan 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).

  • MACHINE LEARNING-IMPLEMENTED CHAT BOT DATABASE QUERY SYSTEM FOR MULTI-FORMAT DATABASE QUERIES
    Publication number: 20240411755
    Abstract: A device receives a query from a user associated with a car dealership and applies the query to a first trained machine learning model configured to predict an intent, and to a second trained machine learning model to predict a set of entities. The device generates a normalized representation of the first query that is database language agnostic based on the predicted intent and the predicted set of entities, and translates the normalized representation into a second query having a format compatible with a language of a database of the car dealership. The device fetches data from the database of the car dealership using the second query, and provides the data for display to the user.
    Type: Application
    Filed: August 19, 2024
    Publication date: December 12, 2024
    Inventors: Jayaprakash Vijayan, Ved Surtani, Nitika Gupta, Malarvizhi Saravanan, Anirudh Saria, Amrutha Dharmaraj
  • Machine learning-implemented chat bot database query system for multi-format database queries
    Patent number: 12105704
    Abstract: A device receives a query from a user associated with a car dealership and applies the query to a first trained machine learning model configured to predict an intent, and to a second trained machine learning model to predict a set of entities. The device generates a normalized representation of the first query that is database language agnostic based on the predicted intent and the predicted set of entities, and translates the normalized representation into a second query having a format compatible with a language of a database of the car dealership. The device fetches data from the database of the car dealership using the second query, and provides the data for display to the user.
    Type: Grant
    Filed: October 22, 2021
    Date of Patent: October 1, 2024
    Assignee: Tekion Corp
    Inventors: Jayaprakash Vijayan, Ved Surtani, Nitika Gupta, Malarvizhi Saravanan, Anirudh Saria, Amrutha Dharmaraj
  • MACHINE LEARNING-IMPLEMENTED CHAT BOT DATABASE QUERY SYSTEM FOR MULTI-FORMAT DATABASE QUERIES
    Publication number: 20230128497
    Abstract: A device receives a query from a user associated with a car dealership and applies the query to a first trained machine learning model configured to predict an intent, and to a second trained machine learning model to predict a set of entities. The device generates a normalized representation of the first query that is database language agnostic based on the predicted intent and the predicted set of entities, and translates the normalized representation into a second query having a format compatible with a language of a database of the car dealership. The device fetches data from the database of the car dealership using the second query, and provides the data for display to the user.
    Type: Application
    Filed: October 22, 2021
    Publication date: April 27, 2023
    Inventors: Jayaprakash Vijayan, Ved Surtani, Nitika Gupta, Malarvizhi Saravanan, Anirudh Saria, Amrutha Dharmaraj