Location History:
- Mercer Island, WA (US) (2023)
- Redmond, WA (US) (2023)
- Bellevue, WA (US) (2021 - 2024)
Company Filing History:
Years Active: 2021-2025
Title: Innovations and Contributions of Inventor Shi Qiao
Introduction
Shi Qiao is a prominent inventor based in Bellevue, WA, known for his significant contributions to the field of technology and machine learning. With a total of 10 patents to his name, he has made remarkable strides in optimizing job runtimes and ensuring safe deployments of machine learning models.
Latest Patents
One of Shi Qiao's latest patents is titled "Optimizing job runtimes via prediction-based token allocation." This innovation involves receiving training data that includes historical run data, job characteristics, runtime results, and token counts for various prior jobs. By training a token estimator based on this data, the system can predict token counts for user-submitted jobs, thereby optimizing execution in an efficient manner.
Another notable patent is "System and method for machine learning for system deployments without performance regressions." This patent outlines methods for deploying machine learning models while ensuring that performance regressions do not occur. It utilizes a performance safeguard system to design pre-production experiments, leveraging big data processing infrastructure to empirically observe runtime performance and select models that lead to improved outcomes.
Career Highlights
Shi Qiao has worked with notable companies such as Microsoft Technology Licensing, LLC and Keebo Inc. His experience in these organizations has allowed him to develop and refine his innovative ideas, contributing to advancements in technology.
Collaborations
Throughout his career, Shi Qiao has collaborated with talented individuals, including Alekh Jindal and Hiren Shantilal Patel. These collaborations have fostered an environment of creativity and innovation, leading to the development of impactful technologies.
Conclusion
Shi Qiao's work exemplifies the spirit of innovation in technology and machine learning. His patents reflect a commitment to enhancing system performance and optimizing processes, making significant contributions to the field.
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.