Company Filing History:
Years Active: 2024
Title: Negin Entezari: Innovator in Online Concierge Systems
Introduction
Negin Entezari is a notable inventor based in Riverside, CA, who has made significant contributions to the field of online shopping systems. With a focus on enhancing user experience through personalized recommendations, her work has the potential to transform how consumers interact with e-commerce platforms.
Latest Patents
Negin holds a patent for a system that provides personalized recommendations of complementary items to users for inclusion in their orders. This innovative approach utilizes embeddings for both users and items, allowing an online concierge shopping system to identify candidate items based on prior user behavior and current order contents. By generating a multi-dimensional tensor from co-occurrences of items in various orders, the system creates item and user embeddings in a common latent space. The order embedding is derived from the item embeddings of included items, and candidate items are scored based on their similarity to this order embedding. The selected candidate items are then presented to the user, enhancing the shopping experience.
Career Highlights
Negin is currently employed at Maplebear Inc., where she continues to develop and refine her innovative ideas. Her work at the company reflects her commitment to improving online shopping through advanced technology and user-centric design.
Collaborations
Negin collaborates with talented individuals such as Sharath Rao Karikurve and Shishir Kumar Prasad, contributing to a dynamic and innovative work environment.
Conclusion
Negin Entezari's contributions to the field of online concierge systems exemplify the impact of innovation on e-commerce. Her patent and ongoing work at Maplebear Inc. highlight her dedication to enhancing user experiences in the digital shopping landscape.