Peide Zhong

Title: Peide Zhong - Innovator in Data Accuracy Techniques

Introduction

Peide Zhong is a notable inventor based in Milpitas, CA, who has made significant contributions to the field of data accuracy and entity mapping. With a total of 4 patents to his name, Zhong's work focuses on enhancing the precision of standardized data through innovative techniques.

Latest Patents

Zhong's latest patents include groundbreaking methods for improving standardized data accuracy. One of his key inventions describes a technique for mapping the raw text of a job title from an online job posting to an entity embedding associated with a title taxonomy. This process begins with encoding the raw text of the job title to generate a multilingual word embedding. The vector representation of the job title is then translated using a neural network to a vector representation in the entity embedding space. A nearest neighbor search is subsequently performed to identify the closest entity embedding in the title taxonomy.

Another significant patent focuses on semantic matching and retrieval of standardized entities. The system obtains an embedding from an input string representing an entity and searches a hierarchy of clusters of embeddings generated from standardized entities. It calculates embedding match scores based on distances between the input string and the standardized entities, modifying the content output in response to the input string within a user interface of an online system.

Career Highlights

Peide Zhong is currently employed at Microsoft Technology Licensing, LLC, where he continues to develop innovative solutions that enhance data accuracy and retrieval processes. His work has been instrumental in advancing the capabilities of data processing systems.

Collaborations

Zhong has collaborated with notable colleagues such as Qi He and Dan Shacham, contributing to a dynamic environment of innovation and research.

Conclusion

Peide Zhong's contributions to the field of data accuracy and entity mapping demonstrate his commitment to innovation and excellence. His patents reflect a deep understanding of technology and its application in improving standardized data processes.