Company Filing History:
Years Active: 2021-2025
Title: Innovations of Sundararaman Hariharasubramanian
Introduction
Sundararaman Hariharasubramanian is an accomplished inventor based in San Jose, CA. He has made significant contributions to the field of machine learning and electronic devices. With a total of 3 patents to his name, he continues to push the boundaries of technology.
Latest Patents
One of his latest patents is focused on kernel-level load balancing across neural engines. This innovation allows an electronic device to efficiently manage requests for evaluating machine learning models. The device provisions code for execution on circuit engines and assigns inference requests accordingly. Another notable patent involves mutable parameters for machine learning models during runtime. This technology enables the updating of layers in a neural network model while it is being executed, enhancing the model's adaptability and performance.
Career Highlights
Sundararaman is currently employed at Apple Inc., where he applies his expertise in developing advanced technologies. His work has been instrumental in improving the efficiency and functionality of machine learning applications.
Collaborations
He has collaborated with notable colleagues such as Xiaozhong Yao and Cecile Marie Foret, contributing to innovative projects that advance the field of technology.
Conclusion
Sundararaman Hariharasubramanian is a prominent inventor whose work in machine learning and electronic devices has led to significant advancements. His patents reflect a commitment to innovation and excellence in technology.