Samuel Lederer

Title: Innovations by Samuel Lederer

Introduction

Samuel Lederer is an accomplished inventor based in Brooklyn, NY. He has made significant contributions to the field of technology, particularly in developing systems that enhance user experience in online shopping.

Latest Patents

Lederer holds a patent for an innovative online concierge system that identifies candidate replacement items when an ordered item may be unavailable. This system promotes similarity of sources between the replacement item and the ordered item by scoring candidate replacement items based on a source similarity score. The score is determined by a computer model that analyzes user interactions with item sources. The similarity score may be based on source embeddings derived from respective item embeddings or directly from user-source interactions. Additionally, the similarity score for a candidate replacement item is combined with a replacement score, indicating the user's likelihood of selecting that item, to yield a total score for selection as a suggested replacement.

Career Highlights

Lederer is currently employed at Maplebear Inc., where he continues to innovate and develop new technologies. His work focuses on improving the efficiency and effectiveness of online shopping experiences.

Collaborations

Some of his notable coworkers include Ramasubramanian Balasubramanian and Lynn Fink, who contribute to the collaborative environment at Maplebear Inc.

Conclusion

Samuel Lederer is a notable inventor whose work in online concierge systems showcases his commitment to enhancing user experiences in technology. His innovative patent reflects a deep understanding of user interactions and the importance of source similarity in product recommendations.