Company Filing History:
Years Active: 2025
Title: Trace Levinson: Innovator in Online Concierge Systems
Introduction
Trace Levinson is a prominent inventor based in San Francisco, CA. He has made significant contributions to the field of online concierge systems, particularly through his innovative patents. With a total of 3 patents, Levinson's work focuses on optimizing marketplace operations and predicting shopper supply.
Latest Patents
Levinson's latest patents include an automation engine that utilizes a hyperparameter learning model to enhance the efficiency of sub-systems within an online system. This automation engine is designed to set various control parameters that affect marketplace operations. By applying a hyperparameter learning model to historical marketplace state data, it predicts a set of hyperparameters that influence parameterized control decision models. This innovative approach allows the online concierge system to operate more effectively by generating control parameters that optimize its functionality.
Another notable patent involves predicting shopper supply during specific time intervals based on interactions with a shopper assignment application. This system assigns shoppers to fulfill user orders and forecasts future supply and demand for shopper services. By training a machine learning model, the online concierge system estimates future supply based on shopper interactions with a mobile application. This predictive capability enables the system to adjust the number of shoppers allocated to meet demand effectively.
Career Highlights
Levinson is currently employed at Maplebear Inc., where he continues to develop cutting-edge solutions for online marketplaces. His work has significantly impacted the efficiency and effectiveness of online concierge services.
Collaborations
Levinson collaborates with talented individuals such as Aman Jain and Ganesh Krishnan, contributing to the innovative environment at Maplebear Inc.
Conclusion
Trace Levinson is a key figure in the realm of online concierge systems, with a focus on automation and predictive analytics. His patents reflect a commitment to enhancing marketplace operations and improving user experiences. Through his work, Levinson continues to shape the future of online services.