Wei Niu

Title: Wei Niu - Innovator in Real-Time Assistance Technologies

Introduction

Wei Niu is a prominent inventor based in Bellevue, WA (US), known for his contributions to real-time assistance technologies. He holds a total of 4 patents that focus on enhancing communication and document recommendation systems through advanced machine learning techniques.

Latest Patents

Wei Niu's latest patents include innovative techniques for document recommendation based on conversational logs. These techniques involve a first machine learning module that identifies key phrases in real time and executes multiple models to determine the probability of key phrases being present in a conversation. Additionally, a second machine learning module identifies relevant assistance based on these key phrases, providing real-time support to users during conversations.

Another significant patent focuses on a computing action recommendation system that facilitates real-time communication. This system utilizes pre-generated intent clusters to identify user intents during conversations with contact center agents. Based on the identified intent, recommended actions can be performed on the agent's device, improving the overall quality of the interaction. Feedback from these conversations is recorded to enhance the intent clusters for future use.

Career Highlights

Wei Niu is currently employed at Amazon Technologies, Inc., where he applies his expertise in machine learning and real-time assistance technologies. His work has significantly contributed to the development of systems that improve user experience and operational efficiency in communication.

Collaborations

Wei has collaborated with notable colleagues, including Nicholas Sun and Phillip H Keung, to advance the field of real-time assistance technologies. Their combined efforts have led to innovative solutions that enhance communication processes.

Conclusion

Wei Niu is a key figure in the realm of real-time assistance technologies, with a focus on machine learning applications that improve communication efficiency. His patents reflect a commitment to innovation and a drive to enhance user experiences in various communication contexts.