Company Filing History:
Years Active: 2021-2025
Title: Innovative Contributions of Inventor Hongwei Shang in Message Classification and Machine Learning
Introduction: Hongwei Shang is a distinguished inventor based in Sunnyvale, CA, known for his significant contributions to the fields of message classification and data analysis. With a total of four patents to his name, he explores novel systems and methods to improve interactions between computers and streamline information processing.
Latest Patents: Among his latest inventions is a patented computerized system and method for multi-factor message classification and delivery. This invention enhances interactions with content providing, searching, and hosting systems. The system implements a unique messaging framework that applies a multi-factor analysis technique to categorize messages appropriately for display in the recipient's inbox. In addition, his patent on oversampling for imbalanced test data addresses classification issues. It outlines methods whereby one class of data may be underrepresented. The invention provides a classifier that helps balance the data points, improving the performance of machine-learning models.
Career Highlights: Hongwei Shang has worked with influential companies such as Yahoo Assets LLC and Verizon Media Inc. His work has made substantial impacts on how technology companies handle data classification and message processing. His background in these notable organizations showcases his expertise and innovation in the field.
Collaborations: Collaborating with skilled professionals such as Changsung Kang and Jean-Marc Langlois, Hongwei has expanded his innovative efforts and shared valuable insights, contributing to the progress in machine learning and data analysis.
Conclusion: Hongwei Shang is a remarkable inventor whose innovative work is shaping the future of message classification and machine learning. His patents reflect a commitment to enhancing technology and improving efficiency in data processing. With his continued contributions, he is sure to impact the world of innovations in significant ways.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.