This inventor holds 1 USPTO granted patent. Top assignee: Maplebear Inc.. Active years: 2025.
Company Filing History:
Years Active: 2025
Title: The Innovative Mind of Natalie Binns
Introduction
Natalie Binns is a prominent inventor based in San Francisco, CA. She has made significant contributions to the field of technology, particularly in the realm of machine learning and e-commerce. Her innovative approach has led to the development of a unique patent that enhances the online shopping experience.
Latest Patents
Natalie holds a patent for an invention titled "Automatically generating a retailer-specific brand page based on a machine learning prediction of item availability." This online system receives information identifying items associated with a brand, a hierarchical taxonomy of the items, and information identifying a retailer associated with the brand. The system applies a machine learning model to predict availabilities of the items at retailer locations associated with the retailer. It identifies items that are likely available at these locations and groups them into categories based on the taxonomy. The system computes an item score for each item based on its popularity and attributes, and assigns items in each category to positions within a display unit. It also computes a category score for each category based on the item scores, ultimately generating a page associated with the brand and retailer based on these assignments.
Career Highlights
Natalie is currently employed at Maplebear Inc., where she continues to innovate and develop new technologies. Her work has been instrumental in advancing the capabilities of online retail platforms. With her expertise in machine learning, she has positioned herself as a key player in the tech industry.
Collaborations
Natalie has collaborated with talented individuals such as Dmytro Solomadin and Zhiyi Fan. These partnerships have allowed her to expand her knowledge and enhance her inventions through shared expertise.
Conclusion
Natalie Binns is a trailblazer in the field of technology, with a focus on improving the online shopping experience through her innovative patent. Her contributions to machine learning and e-commerce are noteworthy and continue to influence the industry.