Jong Wan Kim

Title: Innovations by Jong Wan Kim

Introduction

Jong Wan Kim is an accomplished inventor based in Bellevue, WA. He has made significant contributions to the field of machine learning, particularly in the area of address matching. His innovative approach has the potential to enhance the accuracy of data processing in various applications.

Latest Patents

Jong Wan Kim holds a patent for "Techniques for generating a training data set for a machine-learning model." This patent describes systems and methods for generating a synthetic training data set that can be utilized to train a machine-learning model to identify when two addresses match. The process involves tokenizing addresses and scoring candidate addresses based on shared tokens with a user-defined address. The highest-scored candidate address is selected as a match, while others may serve as negative examples based on historical delivery information. This method allows for the creation of an expansive training data set using user profiles and authoritative addresses.

Career Highlights

Jong Wan Kim is currently employed at Amazon Technologies, Inc., where he continues to develop innovative solutions in technology. His work focuses on improving machine learning algorithms and enhancing data accuracy.

Collaborations

Some of his notable coworkers include Patrick Ian Wilson and Dmitry Vladimir Zhiyanov, who contribute to the collaborative environment at Amazon Technologies, Inc.

Conclusion

Jong Wan Kim's contributions to machine learning and address matching exemplify the impact of innovative thinking in technology. His patent and ongoing work at Amazon Technologies, Inc. highlight his role as a key player in advancing data processing methodologies.