Location History:
- Taipei, TW (2020 - 2023)
- New Taipei, TW (2021 - 2023)
Company Filing History:
Years Active: 2020-2025
Title: Kuo-Liang Chou: Innovator in Container-Based Computing and Machine Learning
Introduction
Kuo-Liang Chou is a prominent inventor based in Taipei, Taiwan. He has made significant contributions to the fields of container-based computing and machine learning. With a total of 8 patents, Chou's work has advanced the way software components are processed and utilized in various computing environments.
Latest Patents
Chou's latest patents include innovative methods for container name identification processing and automated data pre-processing for machine learning. The container name identification processing patent focuses on standardizing the identification of containers within a container-based computing environment. This process involves extracting multiple layer files from a container image and using natural language processing to determine the frequency of occurrence of software components. The generated container name enhances processing efficiency by being based on the determined frequency of these components.
The automated data pre-processing for machine learning patent outlines computer-implemented methods for streamlining data preparation for machine learning systems. This includes receiving raw and processed data sets, generating pre-processing templates, and selecting the most suitable template for input data sets based on matching scores. This innovation significantly improves the efficiency of machine learning predictions.
Career Highlights
Kuo-Liang Chou is currently employed at International Business Machines Corporation (IBM), where he continues to develop cutting-edge technologies. His work at IBM has positioned him as a key player in the advancement of computing technologies.
Collaborations
Chou has collaborated with notable colleagues, including Der-Joung Wang and Ci-Wei Lan. These partnerships have fostered a collaborative environment that encourages innovation and the sharing of ideas.
Conclusion
Kuo-Liang Chou's contributions to container-based computing and machine learning exemplify his commitment to innovation. His patents reflect a deep understanding of technology and its applications in modern computing environments.
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.