Company Filing History:
Years Active: 2025
Title: Sonali Deepak Chhabria: Innovator in Marketplace Automation
Introduction
Sonali Deepak Chhabria is a notable inventor based in San Carlos, California. She has made significant contributions to the field of automation, particularly in the context of online systems. Her innovative approach has led to the development of a unique patent that enhances marketplace operations.
Latest Patents
Sonali holds a patent for an "Automation engine using a hyperparameter learning model to optimize sub-systems of an online system." This invention focuses on an online concierge system that includes a marketplace automation engine. The engine is designed to set various control parameters that affect marketplace operations. It utilizes a hyperparameter learning model to analyze marketplace state data and predict a set of hyperparameters that influence parameterized control decision models. The model is trained on historical data and configured outcome objectives, allowing for optimized decision-making in the online concierge system.
Career Highlights
Sonali is currently employed at Maplebear Inc., where she applies her expertise in automation and machine learning. Her work is instrumental in advancing the capabilities of online systems, making them more efficient and responsive to user needs.
Collaborations
Some of her notable coworkers include Xiangyu Wang and Aman Jain, who contribute to the innovative environment at Maplebear Inc. Their collaborative efforts enhance the development of cutting-edge technologies in the company.
Conclusion
Sonali Deepak Chhabria is a pioneering inventor whose work in marketplace automation is shaping the future of online systems. Her contributions are vital in optimizing operations and improving user experiences in digital marketplaces.