Shawn Derek Wallace

Title: Innovations of Shawn Derek Wallace

Introduction

Shawn Derek Wallace is an accomplished inventor based in Charles Town, WV (US). He holds 2 patents that showcase his expertise in telecommunications and machine learning. His innovative work has significantly contributed to advancements in network performance and anomaly detection.

Latest Patents

One of Shawn's latest patents focuses on telecommunications network predictions based on machine learning using aggregated network key performance indicators. This method involves receiving network KPIs associated with various user equipment and categorizing them based on geographic areas. By clustering these categories and utilizing a machine learning model, the method predicts the most influential network KPI within the clusters, generating indicators for user interfaces.

Another notable patent addresses network anomaly detection using machine learning models. This invention employs multiple machine learning models to identify anomalies in network traffic within an MPLS network. By training models on both general network traffic and router-specific traffic, Shawn's method effectively detects router errors and communicates these issues to computing devices.

Career Highlights

Shawn is currently employed at T-Mobile Innovations LLC, where he continues to develop cutting-edge technologies in telecommunications. His work has positioned him as a key player in the field, driving innovation and improving network reliability.

Collaborations

Shawn has collaborated with talented individuals such as Hui-Lin Chang and Lance Paul Lukens, contributing to a dynamic work environment that fosters creativity and innovation.

Conclusion

Shawn Derek Wallace's contributions to telecommunications through his patents and collaborative efforts highlight his role as a significant inventor in the industry. His work continues to pave the way for advancements in network performance and reliability.