Company Filing History:
Years Active: 2022-2025
Title: The Innovative Contributions of Hanlin Goh
Introduction
Hanlin Goh is a prominent inventor based in Sunnyvale, CA. He has made significant contributions to the field of machine learning, particularly in the analysis and visualization of biosignals. With a total of 8 patents to his name, Goh continues to push the boundaries of technology and innovation.
Latest Patents
Goh's latest patents include groundbreaking work in subject-aware contrastive learning for biosignals. This application relates to apparatus, systems, and methods designed to perform subject-aware self-supervised learning of a machine-learning model for the classification of data, such as biosignals. Another notable patent focuses on the visualization of biosignals using machine-learning generated content. This method involves receiving biosignal data measured from a user, encoding the data into a vector, and generating an image based on that vector using a generative model. The generated image is then provided for display, enhancing the understanding of biosignal data.
Career Highlights
Goh is currently employed at Apple Inc., where he applies his expertise in machine learning to develop innovative solutions. His work has garnered attention for its potential applications in health technology and data analysis.
Collaborations
Throughout his career, Goh has collaborated with notable colleagues, including Nitish Srivastava and Ruslan Salakhutdinov. These collaborations have further enriched his research and development efforts in the field.
Conclusion
Hanlin Goh's contributions to machine learning and biosignal analysis exemplify the impact of innovative thinking in technology. His patents reflect a commitment to advancing the understanding and application of biosignals, paving the way for future developments in the field.
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.