Company Filing History:
Years Active: 2021-2022
Title: Innovations by Inventor Lingtao Cao
Introduction
Lingtao Cao is a prominent inventor based in Hayward, CA (US). He has made significant contributions to the field of machine learning and data processing. With a total of 5 patents, his work focuses on enhancing the efficiency and effectiveness of data analytics systems.
Latest Patents
Lingtao Cao's latest patents include a "Data loss machine learning model update" and "Context driven model selection." The first patent describes a mechanism for implementing a model update that allows for real-time updates while preventing data loss and system downtime. This mechanism initializes a new worker thread to load an updated scorer model and transfers the state from the existing worker thread, ensuring seamless execution of the updated model. The second patent outlines a method for selecting a machine learning model from an analytics model library based on ingested data. It involves fusing clarified data to create time-correlated data tuples, extracting features, and scoring them based on predetermined rules to facilitate the selection of the most appropriate analytics model.
Career Highlights
Lingtao Cao is currently employed at International Business Machines Corporation (IBM). His work at IBM has positioned him as a key player in the development of advanced data processing technologies. His innovative approaches have contributed to the company's reputation as a leader in the tech industry.
Collaborations
Lingtao has collaborated with notable coworkers such as Timothy Rea Dinger and Yuan-Chi Chang. These collaborations have further enriched his work and have led to the development of impactful technologies in the field of machine learning.
Conclusion
Lingtao Cao's contributions to machine learning and data processing are noteworthy. His innovative patents and work at IBM demonstrate his commitment to advancing technology in meaningful ways. His collaborations with other professionals in the field further enhance the impact of his inventions.
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