Feng Guo

Title: Innovations and Contributions of Inventor Feng Guo

Introduction

Feng Guo is a notable inventor based in Los Gatos, California, with a remarkable portfolio of eight patents. His work primarily focuses on enhancing data accuracy and automating processes in job applicant screening. Guo's innovative techniques have made significant contributions to the fields of data processing and recruitment technology.

Latest Patents

One of Guo's latest patents is titled "Techniques for improving standardized data accuracy." This invention describes a method for mapping the raw text of job titles from online postings to an entity embedding associated with a title taxonomy. The process begins with encoding the raw text to generate a multilingual word embedding. Subsequently, a neural network translates this representation into a vector in the entity embedding space. Finally, a nearest neighbor search identifies the closest entity embedding in the title taxonomy.

Another significant patent is the "Machine learned model framework for screening question generation." This invention provides an online mechanism for automatically assessing job applicants through job-specific questions. The system generates questions that are more reliable indicators of an applicant's skills than the information contained in their user profile. This innovation streamlines the recruitment process and enhances the quality of candidate assessments.

Career Highlights

Feng Guo has worked with prominent companies, including Microsoft Technology Licensing, LLC and Walmart Apollo, LLC. His experience in these organizations has allowed him to develop and refine his innovative ideas, contributing to advancements in technology and data management.

Collaborations

Guo has collaborated with talented individuals such as Jaewon Yang and Qi He. These partnerships have fostered a creative environment that has led to the development of groundbreaking technologies.

Conclusion

Feng Guo's contributions to innovation, particularly in data accuracy and recruitment technology, highlight his role as a significant inventor in the field. His patents reflect a commitment to improving processes and enhancing the reliability of data in various applications.