Location History:
- Beijing, CN (2014 - 2017)
- Markham, CA (2021 - 2022)
Company Filing History:
Years Active: 2014-2022
Title: Innovations by Inventor Lin Ju
Introduction
Lin Ju is a prominent inventor based in Markham, Canada. He has made significant contributions to the field of machine learning and artificial intelligence. With a total of 5 patents, his work focuses on enhancing the capabilities of automated systems.
Latest Patents
One of Lin Ju's latest patents is titled "Automated Artificial Intelligence Radial Visualization." This invention provides automated machine learning visualization by integrating various machine learning tasks, transformers, and estimators into composition modules. These modules generate machine learning models, creating a pipeline that sequences transformers and estimators. Additionally, an ensemble of machine learning pipelines can be generated, along with corresponding metadata. The invention also includes an interactive visualization graphical user interface that displays the machine learning model pipeline and extracted metadata.
Another notable patent is "Personalized Automated Machine Learning." This method personalizes machine learning models for users of an automated system. It involves obtaining datasets for training multiple neural networks, tuning hyperparameters, and generating output data that includes relevance scores for users. The system then displays a list of machine learning models associated with each user, highlighting their relevance scores.
Career Highlights
Lin Ju is currently employed at International Business Machines Corporation (IBM), where he continues to innovate in the field of machine learning. His work has been instrumental in advancing automated systems and improving user experiences.
Collaborations
Lin has collaborated with notable coworkers, including John Dillon Eversman and Dakuo Wang. Their combined expertise contributes to the success of their projects and innovations.
Conclusion
Lin Ju's contributions to machine learning and artificial intelligence are noteworthy, with several patents that enhance automated systems. His work at IBM and collaborations with talented individuals further solidify his impact in the field.