Franklin R Tanner

Title: Franklin R. Tanner: Innovator in Machine Learning Technologies

Introduction

Franklin R. Tanner is a distinguished inventor based in Ashburn, VA, known for his contributions to machine learning technologies. With a total of eight patents to his name, Tanner has made significant strides in the field of autonomous navigation and data drift evaluation.

Latest Patents

Among his latest patents is a groundbreaking invention titled "Graph construction and execution ML techniques." This patent discusses devices, systems, and methods for autonomous, dynamic navigation of scenarios. The method involves implementing a path generation machine learning technique to determine paths between a device and a goal. It also includes determining a node of the paths as an intersection of at least two paths and implementing an executive ML technique to decide which of the paths to take at a node to reach the goal.

Another notable patent is the "Architecture for dynamic ML model drift evaluation and visualization on a GUI." This invention encompasses systems, devices, methods, and computer-readable media for evaluating and visualizing machine learning data drift. The method includes receiving a series of data indicating accuracy and confidence associated with the classification of respective batches of input samples. It also involves dynamically displaying a concurrent plot of accuracy and confidence on the GUI as the data is received.

Career Highlights

Franklin R. Tanner has built a successful career at Raytheon Company, where he applies his expertise in machine learning to develop innovative solutions. His work has significantly impacted the field, particularly in enhancing the capabilities of autonomous systems.

Collaborations

Throughout his career, Tanner has collaborated with notable colleagues, including Philip A. Sallee and Jonathan Goldstein. These partnerships have fostered a collaborative environment that encourages innovation and the sharing of ideas.

Conclusion

Franklin R. Tanner's contributions to machine learning and autonomous navigation are noteworthy, showcasing his dedication to advancing technology. His patents reflect a commitment to innovation that continues to influence the industry.