Lei Ni

Title: Inventor Lei Ni: A Trailblazer in Machine Learning Innovations

Introduction

Lei Ni is an accomplished inventor based in Belmont, CA, who has made significant contributions to the field of machine learning. With an impressive portfolio of six patents, Lei has developed innovative solutions that enhance the capabilities of social networking services and personalization technologies.

Latest Patents

Among Lei Ni's latest inventions are two groundbreaking patents that leverage machine learning techniques. The first patent, titled "Joint Representation Learning of Standardized Entities and Queries," involves techniques for receiving indications of different entities within a social networking service. It utilizes machine-learned models to create embeddings in a d-dimensional space, facilitating improved query term and entity matching. The second patent, "Smart Suggestions Personalization with GLMix," focuses on calculating similarity scores between nodes based on co-occurrence counts in user profiles. This model employs a generalized linear mixed model to enhance personalization by mapping entities in a d-dimensional space.

Career Highlights

Lei Ni has held pivotal roles at leading technology companies, including Microsoft Technology Licensing, LLC and LinkedIn Corporation. His work has contributed to advancements in machine learning applications, particularly in how users interact with social networking platforms.

Collaborations

Throughout his career, Lei has collaborated with esteemed professionals in his field. Notable coworkers include Qi Guo and Xianren Wu, who have contributed to the success of various projects undertaken by Lei.

Conclusion

In conclusion, Lei Ni's inventive work represents a significant step forward in the application of machine learning to social networking services. His six patents not only showcase his expertise as an inventor but also underscore the importance of innovation in driving technological advancement within the industry. With a continued focus on developing intelligent solutions, Lei Ni is poised to remain a key player in the field of innovations.