Company Filing History:
Years Active: 2022-2024
Title: Innovations of Ranglin Lu in Machine Learning
Introduction
Ranglin Lu is an accomplished inventor based in Austin, TX, known for his significant contributions to the field of machine learning. With a total of five patents to his name, he has developed innovative methods and systems that enhance the efficiency and effectiveness of machine learning applications.
Latest Patents
One of Ranglin Lu's latest patents is titled "Method, system, and computer program product for operating dynamic shadow testing environments." This invention describes a comprehensive approach to creating dynamic shadow testing environments for machine-learning models. The method involves generating a shadow testing environment that operates at least two transaction services. It includes receiving multiple transaction authorization requests and determining percentages associated with different testing policies for each transaction service. The method further replicates transaction data in real-time, allowing for effective testing of both transaction services.
Another notable patent is "Method, system, and computer program product for dynamically scheduling machine learning inference jobs with different quality of services on a shared infrastructure." This invention focuses on the dynamic scheduling of machine learning inference jobs by receiving performance profiles associated with various system resources. It determines the appropriate system resource for processing inference jobs based on these profiles and quality of service requirements. The method ensures efficient resource allocation and updates performance profiles based on the results of the inference jobs.
Career Highlights
Ranglin Lu is currently employed at Visa International Service Association, where he applies his expertise in machine learning to develop innovative solutions. His work at Visa has allowed him to contribute to advancements in transaction processing and machine learning applications.
Collaborations
Ranglin collaborates with talented coworkers, including Yinhe Cheng and Yu Gu, who share his passion for innovation in technology. Together, they work on projects that push the boundaries of machine learning and its applications in various industries.
Conclusion
Ranglin Lu's contributions to machine learning through his patents and work at Visa International Service Association highlight his role as a leading inventor in the field. His innovative methods and systems are paving the way for advancements in technology and improving the efficiency of machine learning applications.
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.