Kyu Bin Kim

Title: Innovations by Kyu Bin Kim

Introduction

Kyu Bin Kim is a notable inventor based in Mountain View, California. With a total of two patents to his name, he has made significant contributions to the field of technology through innovative methods that enhance data processing and item categorization.

Latest Patents

One of Kyu Bin Kim's latest inventions is a patent for "Automatically determining items to include in a variant group." This method comprises obtaining image data and attribute information of a first item from an item catalog. By utilizing a k-nearest neighbors approach, the method searches for candidate variant items based on text embeddings linked to the item’s attributes. Additionally, it employs an elastic search methodology to identify further candidate items using image embeddings. The process also involves classifications based on respective pairs of the first item and the candidate variant items, helping to filter down to the most applicable options. Ultimately, it establishes a decision function to determine which items should comprise the variant group.

Another significant patent is for a "Mismatch detection model." This system incorporates processors and non-transitory computer-readable media designed to detect mismatches among items grouped as matching. It performs multiple detection models to assess the quantity of mismatches and uses predetermined thresholds to decide whether to maintain or separate items from their groups. This innovative approach enhances the reliability of grouped items and optimizes categorization processes.

Career Highlights

Kyu Bin Kim currently works at Walmart Apollo, LLC, where he applies his extensive knowledge of item categorization and processing. His role involves leveraging his patented technologies to improve operational efficiency and customer satisfaction.

Collaborations

Throughout his career, Kim has collaborated with talented individuals such as Yanxin Pan and Swagata Chakraborty. These partnerships have fostered a dynamic environment conducive to innovation, leading to the development of advanced systems and methods in the tech space.

Conclusion

Kyu Bin Kim's contributions to technology through his patents reflect a dedication to advancing the field of data processing and categorization. His work at Walmart Apollo, LLC, alongside his capable colleagues, positions him as a noteworthy inventor whose innovations continue to have a profound impact on how items are managed and classified in the digital landscape.