Jacky Huang Zheng Kwok

Title: Jacky Huang Zheng Kwok: Innovator in Machine Learning

Introduction

Jacky Huang Zheng Kwok is a notable inventor based in Allen, TX (US). He has made significant contributions to the field of machine learning, particularly in developing systems and methods for determining the relative importance of variables in non-parametric models. With a total of 2 patents to his name, his work is paving the way for advancements in statistical modeling and data analysis.

Latest Patents

Jacky Huang Zheng Kwok's latest patents focus on innovative systems and methods for determining the relative importance of one or more variables in a non-parametric machine learning model. These patents include processes such as receiving raw values of variables corresponding to entities, processing these values using statistical models, and determining cumulative distributions for the variables. The methods also involve grouping variables into equally sized buckets, calculating mean probability values, and assigning rank numbers to these buckets. Ultimately, these systems compile a table for entities based on raw values and determine the relative importance of the variables based on rank numbers.

Career Highlights

Jacky is currently employed at Capital One Services, LLC, where he applies his expertise in machine learning and statistical modeling. His work contributes to the development of innovative solutions that enhance data-driven decision-making processes within the company.

Collaborations

Jacky collaborates with talented coworkers, including Ruoyo Shao and Kurt Wolf, who share his passion for innovation and technology. Together, they work on projects that push the boundaries of machine learning applications.

Conclusion

Jacky Huang Zheng Kwok is a distinguished inventor whose work in machine learning is making a significant impact. His innovative patents and contributions to Capital One Services, LLC highlight his dedication to advancing technology in meaningful ways.