Company Filing History:
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Years Active: 2021-2025
Title: Dennis Park: Innovator in Machine Learning and Data Systems
Introduction
Dennis Park is a prominent inventor based in Fremont, California, known for his significant contributions to the fields of machine learning and data systems. With a total of 13 patents to his name, he has developed innovative methods that enhance the capabilities of multi-view datasets and multi-task models.
Latest Patents
One of Dennis Park's latest patents is titled "System and method for building multi-view machine learning datasets from fleet data." This invention describes a method for forming multi-view datasets by detecting pairs of vehicles in close proximity, capturing sensor data, and synchronizing this data within a shared coordinate system. Another notable patent is "System and method for training a multi-task model," which outlines a system that utilizes simulation training data to optimize a multi-task model's performance by adjusting shared parameters to minimize task-induced variance.
Career Highlights
Throughout his career, Dennis Park has worked with esteemed organizations such as the Toyota Research Institute and the Massachusetts Institute of Technology. His experience in these institutions has allowed him to refine his skills and contribute to groundbreaking research in machine learning and data analysis.
Collaborations
Dennis has collaborated with notable colleagues, including Adrien David Gaidon and Vitor Guizilini. These partnerships have further enriched his work and expanded the impact of his inventions in the field.
Conclusion
Dennis Park's innovative work in machine learning and data systems has positioned him as a leading inventor in his field. His patents reflect a commitment to advancing technology and improving data processing methodologies.