Manmeet Singh

Title: Innovations in Recipe Recommendations: The Patented Work of Manmeet Singh

Introduction

Manmeet Singh is an innovative inventor based in Santa Clara, CA, who has made significant strides in the field of personalized recipe recommendations. With a total of two patents to his name, Singh's work aims to enhance the culinary experience for users by providing tailored recommendations based on their preferences.

Latest Patents

Singh's latest patents revolve around a method, medium, and system for personalized recommendations of recipes based on user and recipe embeddings. His invention describes an online concierge shopping system that identifies recipes to encourage users to add items from these recipes to their orders. The system maintains user embeddings representing various users and recipe embeddings corresponding to different recipes. For users who have not previously placed orders, recipes are recommended by analyzing global user interactions. Additionally, for those users who have ordered items from recipes, suggestions are made based on the similarity of their user embeddings to recipe embeddings. The invention also involves comparing users who have purchased items but not from recipes to a set of similar users, utilizing their interactions to recommend relevant recipes. The incorporation of a recipe graph allows the system to identify similarities between recipes, thus broadening the scope of recommendations.

Career Highlights

Manmeet Singh is currently employed at Maplebear Inc., where he applies his expertise in innovative technologies and digital solutions to push the boundaries of culinary personalization. His contributions are not only advancing individual user experiences but also shaping the future of online shopping and recipe discovery.

Collaborations

Throughout his career, Singh has collaborated with notable colleagues such as Tyler Russell Tate and Tejaswi Tenneti. These partnerships aim to enhance the effectiveness and reach of their innovations, ultimately striving to improve consumer interactions with food and cooking.

Conclusion

With his ground-breaking patents and dedication to enhancing user experiences in recipe discovery, Manmeet Singh is a notable inventor within the tech and culinary industries. His innovations at Maplebear Inc. are a testament to how technology can transform everyday tasks into tailored experiences, paving the way for a more engaging interaction with food.