Patents by Inventor Sonali Deepak Chhabria

Sonali Deepak Chhabria 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).

  • AUTOMATION ENGINE USING A HYPERPARAMETER LEARNING MODEL TO OPTIMIZE SUB-SYSTEMS OF AN ONLINE SYSTEM
    Publication number: 20240005381
    Abstract: An online concierge system includes a marketplace automation engine for setting various control parameters affecting marketplace operation. The marketplace automation engine applies a hyperparameter learning model to the marketplace state data to predict a set of hyperparameters affecting a set of respective parameterized control decision models. The hyperparameter learning model is trained on historical marketplace state data and a configured outcome objective for the online concierge system. The marketplace automation engine independently applies the set of parameterized control decision models to the marketplace state data using the hyperparameters to generate a respective set of control parameters affecting marketplace operation of the online concierge system. The marketplace automation engine applies the respective set of control parameters to operation of the online concierge system.
    Type: Application
    Filed: June 30, 2022
    Publication date: January 4, 2024
    Inventors: Sonali Deepak Chhabria, Xiangyu Wang, Aman Jain, Ganesh Krishnan, Trace Levinson, Jian Wang