Keith Bigelow

Title: Keith Bigelow: Innovator in Machine Learning Model Authoring

Introduction

Keith Bigelow is a notable inventor based in Berkeley, California. He has made significant contributions to the field of machine learning, particularly in the area of model authoring and deployment. His innovative approach has led to the development of techniques that enhance the efficiency and effectiveness of machine learning workflows.

Latest Patents

Keith Bigelow holds a patent for "Active surveillance and learning for machine learning model authoring and deployment." This patent describes techniques for performing active surveillance and learning within machine learning model authoring and deployment workflows. The method involves applying a primary machine learning model, trained on a specific dataset, to data samples that were excluded from the training dataset. This process generates inferences based on those data samples. Additionally, the method employs various active surveillance techniques to regulate the performance of the primary model, ensuring its accuracy and reliability.

Career Highlights

Keith Bigelow is currently associated with GE Precision Healthcare LLC, where he continues to work on advancing machine learning technologies. His expertise in the field has positioned him as a valuable asset to the company, contributing to innovative healthcare solutions.

Collaborations

Some of Keith's coworkers include Junpyo Hong and Venkata Ratnam Saripalli. Their collaborative efforts in the field of machine learning have further enhanced the development of advanced technologies.

Conclusion

In summary, Keith Bigelow is a prominent inventor whose work in machine learning model authoring has made a significant impact on the industry. His innovative patent and contributions to GE Precision Healthcare LLC highlight his dedication to advancing technology in healthcare.