Company Filing History:
Years Active: 2019-2024
Title: Inventor Spotlight: Steven Joseph Gardner
Introduction
Steven Joseph Gardner is an accomplished inventor based in Cary, North Carolina. With a noteworthy portfolio of five patents, he has significantly contributed to the field of automated machine learning and software testing. His innovative approaches are reshaping how software is evaluated and optimized, showcasing a blend of practicality and advanced technology.
Latest Patents
Among his latest contributions, Gardner has developed an "Automated Machine Learning Test System." This patent involves a sophisticated computing device that dynamically selects new test configurations for software testing. The process begins with generating initial test configurations using a random seed value, followed by executing the software to gather test results. Subsequently, new test configurations are generated based on previous results, with a mechanism in place to trigger restarts if certain criteria are met. This cyclical approach ensures thorough and efficient software testing.
Another significant innovation by Gardner is his "Multi-Objective Distributed Hyperparameter Tuning System." This system effectively determines the optimal hyperparameter values necessary for training machine learning models. By utilizing cache mechanisms for previously computed projections, it streamlines the tuning process, replacing less effective configurations with optimized projections. This innovation not only enhances model training efficiency but also contributes to the broader development of machine learning capabilities.
Career Highlights
Steven is currently associated with SAS Institute Inc., a leading company renowned for its analytics and software solutions. His role at SAS Institute allows him to further hone his expertise in machine learning and software development, making impactful contributions to the technological landscape.
Collaborations
Throughout his career, Gardner has collaborated with talented individuals like Joshua David Griffin and Yan Xu. Working alongside these professionals has facilitated the exchange of ideas and the development of innovative solutions in the realm of machine learning and software testing.
Conclusion
In summary, Steven Joseph Gardner exemplifies the spirit of innovation in technology. His patents not only demonstrate his technical expertise but also his commitment to advancing the capabilities of machine learning and software testing. As he continues to work with SAS Institute Inc., the industry can anticipate further contributions that push the boundaries of current technology.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.