This inventor holds 2 USPTO granted patents and 2 published patent applications. Top assignee: Samsung Sds Co., Ltd.. Active years: 2022.
Company Filing History:
Years Active: 2022
Title: Jin Hwan Han: Innovator in Data Correction and Hyperparameter Optimization
Introduction
Jin Hwan Han is a prominent inventor based in Seoul, South Korea. He has made significant contributions to the fields of data correction and hyperparameter optimization. With a total of 2 patents, his work is recognized for its innovative approaches to solving complex data issues.
Latest Patents
Jin Hwan Han's latest patents include a "Method and apparatus for correcting missing value in data." This invention provides a systematic approach to correcting missing values in datasets through a series of steps, including data extraction, prediction model configuration, and iterative correction processes. His second patent, "Hyperparameter optimization method and apparatus," focuses on optimizing hyperparameters of a model. This method involves calculating evaluation scores for various hyperparameter samples and performing weighted clustering to enhance model performance.
Career Highlights
Jin Hwan Han is currently employed at Samsung SDS Co., Ltd., where he applies his expertise in data science and machine learning. His innovative work has contributed to advancements in data management and optimization techniques, making him a valuable asset to his organization.
Collaborations
Throughout his career, Jin Hwan Han has collaborated with notable colleagues, including Ki Hyo Moon and Sung Jun Kim. These partnerships have fostered a creative environment that encourages the development of cutting-edge technologies.
Conclusion
Jin Hwan Han's contributions to data correction and hyperparameter optimization highlight his role as a leading inventor in the technology sector. His innovative patents and collaborative efforts continue to influence advancements in data science.