Company Filing History:
Years Active: 2019-2024
Title: Innovations by George Ke
Introduction
George Ke is an accomplished inventor based in San Francisco, CA. He holds a total of four patents, showcasing his expertise in the field of intelligent optimization platforms. His work has significantly contributed to advancements in machine learning and optimization techniques.
Latest Patents
Among his latest patents, George has developed systems and methods that implement an intelligent optimization platform. One notable example includes a process where a first worker instance and a second worker instance operate in parallel. This involves running a first tuning operation via the first worker instance to tune hyperparameters, while the second worker instance employs Bayesian-based optimization to determine the next hyperparameter configuration to evaluate. Additionally, he has created a system that receives tuning work requests for external machine learning models, utilizing distinct queue worker machines to perform various tuning operations based on the tuning work data.
Career Highlights
George has worked with prominent companies such as Sigopt, Inc. and Intel Corporation. His experience in these organizations has allowed him to refine his skills and contribute to innovative projects in the tech industry.
Collaborations
Some of George's notable coworkers include Patrick Hayes and Michael McCourt. Their collaboration has likely fostered a creative environment that encourages innovation and the development of cutting-edge technologies.
Conclusion
George Ke's contributions to the field of intelligent optimization and machine learning are noteworthy. His patents reflect a deep understanding of complex systems and a commitment to advancing technology. His work continues to influence the industry and inspire future innovations.