Company Filing History:
Years Active: 2022
Title: Junzhe Miao: Innovator in Address Identification and Entity Duplication
Introduction
Junzhe Miao is a notable inventor based in San Jose, CA (US). He has made significant contributions to the field of data processing and machine learning. With a total of 2 patents, Miao's work focuses on enhancing the efficiency of data management systems.
Latest Patents
Miao's latest patents include innovative systems for identifying and extracting addresses within content. The first patent describes a system that processes data by extracting text windows of varying lengths from content items associated with an entity. It utilizes a machine learning model to score these text windows, determining the likelihood that they contain addresses. The system then identifies and stores the selected text window as the address for the entity.
The second patent addresses the identification of duplicate entities. This system selects training data for a machine learning model based on confidence scores that indicate the likelihood of pairs of entities being duplicates. It updates the model's parameters and identifies additional pairs of entities as duplicates based on generated scores. The system also determines a canonical entity for each duplicate and updates the user interface accordingly.
Career Highlights
Junzhe Miao is currently employed at Microsoft Technology Licensing, LLC. His work at Microsoft has allowed him to develop and refine his innovative ideas in machine learning and data processing. Miao's contributions have the potential to significantly impact how data is managed and utilized in various applications.
Collaborations
Miao collaborates with talented individuals such as Tianhao Lu and Yunpeng Xu. Their teamwork fosters an environment of innovation and creativity, leading to advancements in their respective fields.
Conclusion
Junzhe Miao is a prominent inventor whose work in address identification and entity duplication showcases his expertise in machine learning and data processing. His contributions at Microsoft Technology Licensing, LLC highlight the importance of innovation in technology.