Christopher Lin

Title: Christopher Lin and Utility Infrastructure Innovation.

Introduction.

Christopher Lin is an inventor based in East Brunswick, New Jersey. His work includes a patented machine-learning approach for managing activity notifications related to utility infrastructure.

Latest Patents.

Lin is associated with 1 patent: “Machine learning system and method to manage activity notifications within utility infrastructure.” The invention describes techniques for assessing activity notifications and estimating the vulnerability of utility infrastructure at different locations to damage or service disruption. The system can receive a notification with an activity location, calculate a location incident score using a heatmap, determine how the notification should be handled, and transmit that disposition. It can also train a location-scoring model using combined historical activity notifications and incident reports.

Career Highlights.

Lin is associated with Verizon Patent and Licensing Inc. His patent reflects the application of machine learning and historical incident data to utility infrastructure monitoring and notification management.

Collaborations.

Lin’s coworker is Denis D Avila. The available information identifies their professional association but does not specify their roles in developing the patent.

Conclusion.

Christopher Lin’s patent applies machine learning to help assess infrastructure-related activity and support decisions about potential damage or service disruptions.