Daqi Li

Title: Daqi Li: Innovator in Telecommunications

Introduction

Daqi Li is a prominent inventor based in Overland Park, Kansas, known for his contributions to the field of telecommunications. With a total of two patents to his name, he has made significant advancements in predicting network performance and maintenance.

Latest Patents

Daqi Li's latest patents include innovative systems and methods for telecommunications network predictions based on machine learning. One of his notable inventions focuses on making telecommunication network predictions on a granular geographic area scale. This method involves receiving network key performance indicators (KPIs) associated with various user equipment (UEs) and categorizing these KPIs based on geographic areas, such as zip codes. By clustering these categories based on similarities in the network KPIs, the method utilizes a machine learning model to predict the most influential KPI within the clusters. The results are then presented through an indicator on a user interface.

Another significant patent is the cell site repair part prediction machine learning system. This system is designed for cell site maintenance and comprises multiple data stores, a processor, and a part replacement prediction application. When executed, the application extracts features from the data stores and runs several part machine learning models. Each model analyzes specific features and outputs a probability indicating whether a part can resolve issues at a cell site. If the probability exceeds a predefined threshold, the system determines that the part should be prepared for service.

Career Highlights

Daqi Li is currently employed at T-Mobile Innovations LLC, where he continues to develop cutting-edge solutions in telecommunications. His work focuses on enhancing network reliability and efficiency through innovative predictive models.

Collaborations

Daqi has collaborated with notable colleagues, including Hui-Lin Chang and Lance Paul Lukens, contributing to the advancement of telecommunications technologies.

Conclusion

Daqi Li's innovative work in telecommunications, particularly in machine learning applications for network predictions and maintenance, showcases his significant impact on the industry. His contributions continue to shape the future of telecommunications technology.