Company Filing History:
Years Active: 2024
Title: Gregory Scott Dunbar: Innovator in Automated Machine Learning Testing
Introduction
Gregory Scott Dunbar is a notable inventor based in Wake Forest, NC (US). He has made significant contributions to the field of automated machine learning through his innovative patent. His work focuses on enhancing the efficiency of software testing processes.
Latest Patents
Dunbar holds a patent for an "Automated Machine Learning Test System." This invention involves a computing device that selects new test configurations for testing software. The process begins with generating first test configurations using a random seed value. The software under test is executed with these configurations to produce test results. Subsequently, second test configurations are generated based on the first configurations and their corresponding test results. The software is then executed again with these second configurations. If a restart is triggered based on a computed distance metric value, a new random seed value is selected, and the process is repeated. This cycle continues until a stop criterion is met, at which point the test results for each configuration are output.
Career Highlights
Dunbar is currently employed at SAS Institute Inc., a leading company in analytics software and solutions. His role involves leveraging his expertise in machine learning to improve software testing methodologies. His innovative approach has positioned him as a valuable asset in the tech industry.
Collaborations
Throughout his career, Dunbar has collaborated with talented individuals such as Steven Joseph Gardner and Connie Stout Dunbar. These collaborations have fostered a creative environment that encourages innovation and the development of cutting-edge technologies.
Conclusion
Gregory Scott Dunbar's contributions to automated machine learning testing exemplify the impact of innovation in software development. His patent reflects a commitment to improving testing efficiency, showcasing his role as a forward-thinking inventor in the tech industry.