Company Filing History:
Years Active: 2023
Title: Pei-Yi Tan: Innovator in Automated Machine Learning Testing
Introduction
Pei-Yi Tan is a notable inventor based in New Smyrna Beach, Florida. She has made significant contributions to the field of automated machine learning, particularly in the development of systems that enhance software testing processes. Her innovative approach has led to the creation of a patented technology that streamlines the testing of software applications.
Latest Patents
Pei-Yi Tan 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 software under test is executed with initial test configurations to generate results. Each configuration includes values for various test parameters, which serve as inputs to the software. A predictive model is trained using these configurations and their associated results based on an objective function value. The model is then used to predict outcomes for additional configurations, allowing for the selection of optimal test setups. This process ultimately leads to more efficient software testing and improved reliability.
Career Highlights
Pei-Yi Tan is currently employed at SAS Institute Inc., a leader in analytics and software solutions. Her work focuses on enhancing automated testing methodologies, which are crucial for the development of robust software applications. With her expertise, she has contributed to advancing the capabilities of machine learning in software testing.
Collaborations
Throughout her career, Pei-Yi has collaborated with talented individuals such as Yan Gao and Joshua David Griffin. These partnerships have fostered innovation and have been instrumental in the development of her patented technologies.
Conclusion
Pei-Yi Tan's contributions to automated machine learning testing exemplify her commitment to innovation in software development. Her patented technology not only enhances testing efficiency but also sets a new standard in the industry.
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.