Justin Ormont

Title: The Innovative Mind of Justin Ormont

Introduction

Justin Ormont is a notable inventor based in Seattle, Washington. He has made significant contributions to the field of machine learning through his innovative patent. His work focuses on automating the creation and optimization of machine learning models, which is a crucial area in today's technology landscape.

Latest Patents

Justin Ormont holds a patent for "Hardware-aware automated machine learning (AutoML) model creation and optimization." This patent outlines a system for automated machine learning that utilizes a model store to manage trained machine learning models and hardware models. It also includes test metrics data corresponding to the stored models and ML advised-models. The invention employs model meta-services to access stored models and create ML meta-models based on runtime test metrics data. Additionally, it features a models producer and consumer system for selecting, testing, and optimizing ML advised-models, ensuring efficient storage and retrieval of runtime test metrics data.

Career Highlights

Justin is currently employed at Eta Compute, Inc., where he continues to push the boundaries of machine learning technology. His work has positioned him as a key player in the development of automated systems that enhance the efficiency of machine learning processes.

Collaborations

Throughout his career, Justin has collaborated with talented individuals such as Jeremi Wójcicki and Evan Petridis. These collaborations have fostered an environment of innovation and creativity, contributing to the advancement of their projects.

Conclusion

Justin Ormont's contributions to the field of machine learning through his innovative patent demonstrate his expertise and commitment to advancing technology. His work at Eta Compute, Inc. and collaborations with other professionals highlight his role as a significant inventor in the industry.