Sanam Alavizadeh

Title: Sanam Alavizadeh: Innovator in Online Concierge Systems

Introduction

Sanam Alavizadeh is an accomplished inventor based in Chicago, IL. He has made significant contributions to the field of online concierge systems, particularly in enhancing user experience when items are unavailable. His innovative approach focuses on suggesting suitable replacement items based on source similarity.

Latest Patents

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

Career Highlights

Sanam is currently employed at Maplebear Inc., where he continues to develop innovative solutions in the tech industry. His work focuses on improving the efficiency and effectiveness of online shopping experiences.

Collaborations

Sanam collaborates with talented individuals such as Ramasubramanian Balasubramanian and Lynn Fink, contributing to a dynamic and innovative work environment.

Conclusion

Sanam Alavizadeh is a notable inventor whose work in online concierge systems is paving the way for improved user experiences in e-commerce. His patent reflects a deep understanding of user needs and technological advancements.