Company Filing History:
Years Active: 2020
Title: The Innovative Mind of David Benjamin Lue
Introduction
David Benjamin Lue is an accomplished inventor based in Palo Alto, CA. He has made significant contributions to the field of technology, particularly in the realm of online systems and user experience. His innovative approach has led to the development of a patent that enhances the way content is presented to users.
Latest Patents
David holds a patent for "Generating data to predict user affinity for a component to be included in a content item optimized for an online system user." This patent describes a method where an online system receives multiple candidate components for inclusion in content items. The system dynamically generates an optimal content item for a subject user by predicting their affinity for each candidate component. This prediction is achieved using a machine-learned model trained on historical performance data of similar users. The model's training utilizes heuristic methods, such as Thompson sampling, to select components effectively.
Career Highlights
David is currently employed at Facebook, Inc., where he applies his expertise in machine learning and data analysis. His work focuses on improving user engagement through personalized content delivery. With a patent portfolio that includes 1 patent, he has established himself as a key player in the tech industry.
Collaborations
David has collaborated with talented individuals such as Zhurun Zhang and Hao Zhang. Their combined efforts contribute to the innovative projects at Facebook, Inc., enhancing the overall user experience.
Conclusion
David Benjamin Lue's contributions to technology and user experience through his patent and work at Facebook, Inc. highlight his innovative spirit and dedication to improving online systems. His work continues to influence the way content is tailored to meet user needs.