This inventor holds 7 USPTO granted patents and 1 published patent application. Top assignee: Allstate Insurance Company. Active years: 2022-2026.
Company Filing History:
Years Active: 2022-2026
Title: David L. Gilkison: Innovator in Machine Learning and Surface Dimension Analysis
Introduction
David L. Gilkison is a notable inventor based in Libertyville, IL (US). He has made significant contributions to the field of machine learning and surface dimension analysis, holding a total of 7 patents. His work focuses on developing systems that utilize advanced technology to enhance the accuracy and efficiency of surface dimension outputs.
Latest Patents
One of his latest patents is a processing system that incorporates a machine learning engine for providing a surface dimension output. This innovative system is designed to collect images from mobile devices and analyze them to identify standardized reference objects. Based on this analysis, the system can determine surface dimension outputs, as well as settlement and repair outputs for users. Another significant patent involves a similar processing system that generates object dimension outputs and predicted object outputs. This system also collects images from mobile devices and analyzes them to ascertain object dimensions, while predicting additional objects that may be present in the corresponding environment. Utilizing these outputs, the system can estimate repair costs effectively.
Career Highlights
David L. Gilkison is currently employed at Allstate Insurance Company, where he applies his expertise in machine learning and image analysis. His innovative contributions have positioned him as a key player in the development of advanced processing systems within the insurance industry.
Collaborations
Throughout his career, David has collaborated with talented professionals, including David M. Zahn and Pinal Patel. These collaborations have further enriched his work and contributed to the success of his innovative projects.
Conclusion
David L. Gilkison is a distinguished inventor whose work in machine learning and surface dimension analysis has led to significant advancements in technology. His contributions continue to impact the industry positively, showcasing the importance of innovation in solving real-world problems.