Company Filing History:
Years Active: 2022-2025
Title: Myles Grayson Akin: Innovator in Railcar Systems
Introduction
Myles Grayson Akin is a notable inventor based in Marietta, GA (US). He has made significant contributions to the field of railcar systems through his innovative patents. With a total of 3 patents, Akin has demonstrated his expertise in applying machine learning to enhance railcar safety and efficiency.
Latest Patents
One of Akin's latest patents is a machine-learning framework for detecting defects or conditions of railcar systems. This computer-implemented method involves obtaining a field image of a railcar from a field camera system. The method applies a machine-learning algorithm to the field image to generate an output. Additionally, it includes a post-processing operation to create a filtered output, which is then used to detect defects in the railcar.
Career Highlights
Myles Grayson Akin is currently employed at Norfolk Southern Corporation, where he continues to innovate in the rail industry. His work focuses on improving the reliability and safety of railcar systems through advanced technology.
Collaborations
Akin collaborates with talented individuals such as Mahbod Amouie and Evan T Gebhardt, contributing to a dynamic work environment that fosters innovation.
Conclusion
Myles Grayson Akin is a prominent figure in the field of railcar systems, with a strong focus on machine learning applications. His contributions are paving the way for safer and more efficient rail transportation.