Company Filing History:
Years Active: 2019
Title: Chang Liu - Innovator in User Demographics Prediction
Introduction
Chang Liu is a notable inventor based in Foster City, CA (US). He has made significant contributions to the field of online systems that predict user demographics. His innovative approach leverages image data and deep learning techniques to enhance user experience on digital platforms.
Latest Patents
Chang Liu holds a patent for an invention titled "Image based prediction of user demographics." This online system predicts various demographic information such as gender, age, and interests based on image data, including profile photos and images shared by users. The system utilizes deep learning models to generate accurate predictions, which help in delivering targeted content to users.
Career Highlights
Chang Liu is currently employed at Facebook, Inc., where he applies his expertise in developing advanced algorithms for user engagement. His work focuses on improving the accuracy of demographic predictions, thereby enhancing the overall user experience on the platform.
Collaborations
Chang Liu collaborates with talented individuals such as Chaochao Cai and Goran Predovic, contributing to innovative projects that push the boundaries of technology in user interaction.
Conclusion
Chang Liu's work in predicting user demographics through image data represents a significant advancement in online systems. His contributions continue to shape the way digital platforms understand and engage with their users.
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