Yingying Zheng

Title: Innovations by Yingying Zheng: Advancing Automated Model Building

Introduction

Yingying Zheng is an accomplished inventor based in Los Angeles, CA, with a notable portfolio of patents that contribute to advancements in automated model building and data management. With a total of three patents to his name, Zheng is recognized for his innovative techniques that streamline the process of building and maintaining models related to physical processes.

Latest Patents

Among his latest inventions, Zheng has developed a method and system for automated model building and updating. This patent outlines a comprehensive approach that involves receiving training data from various sources and executing a clustering process to create distinct data clusters. For each cluster, a data model is constructed based on the related training data, alongside an automatic cleansing process to enhance the quality of operational data. Zheng's work also emphasizes the ability to automatically update the data model as new training data is received, ensuring ongoing accuracy and reliability. Furthermore, this innovative solution is applicable to data sources that are not included in the initial clusters, enhancing its versatility.

Career Highlights

Throughout his career, Yingying Zheng has made significant contributions while collaborating with prominent organizations. He has worked at Chevron U.S.A. Inc. and the University of Southern California, where his focus on research and innovation has shaped the development of effective data management strategies. His expertise speaks to the intersection of engineering and technology, culminating in meaningful advancements in his field.

Collaborations

In his journey as an inventor, Zheng has collaborated with talented professionals, including colleagues Si-Zhao J Qin and Yining Dong. These partnerships highlight the synergistic effort involved in research and development, contributing to the success of his innovative solutions.

Conclusion

Yingying Zheng's work epitomizes the spirit of innovation as he continues to explore new methodologies in automated model building and data management. With his impressive patent portfolio and collaborative spirit, Zheng stands as a pivotal figure driving advancements in the field, paving the way for future discoveries and innovations.