Company Filing History:
Years Active: 2020-2022
Title: **Cenzhuo Yao: Innovator in Dynamic Experimentation and Machine Learning**
Introduction
Cenzhuo Yao, an esteemed inventor based in Bellevue, WA, has made significant strides in the fields of software evaluation and machine learning through his innovative patented technologies. With expertise in dynamic experimentation and user behavior analysis, he holds a total of two patents that enhance the software development process.
Latest Patents
Cenzhuo's recent endeavors have led to the development of two notable patents:
1. **Dynamic Experimentation Evaluation System**
This system introduces a framework for continuous monitoring of metric data to determine the causal relationships between changes in software and observable user behavior. It employs A/B testing to assess control and treatment versions of a software product, utilizing a Sequential Probability Ratio Test (SPRT) to ensure results are delivered with specific confidence intervals and controlled error rates.
2. **Machine Learning Comparison Tools**
In this innovation, machine learning techniques are harnessed to evaluate user behavior data from different software versions. By training a system on data derived from both old and new versions of a program, the system accounts for variability in user populations and result timelines. This approach ensures a reliable assessment of the new version's performance and reliability based on user data.
Career Highlights
Cenzhuo currently works for Microsoft Technology Licensing, LLC, where he leverages his expertise to contribute to the development of cutting-edge software technologies. His role involves creating innovative solutions that optimize user experiences and drive software reliability.
Collaborations
Throughout his career, Cenzhuo has collaborated with notable coworkers, including Neelakantan Sundaresan and Jorge Banuelos. Their combined expertise fosters a culture of innovation and research, further enhancing the contributions made to software technology.
Conclusion
Cenzhuo Yao stands out as a key inventor in the realm of software evaluation and machine learning. His patented innovations are instrumental in bridging the gap between software development and user experience, showcasing his commitment to advancing technology through intelligent experimentation and analysis.