Patrick Ian Wilson

Title: Innovations of Patrick Ian Wilson

Introduction

Patrick Ian Wilson is an accomplished inventor based in Renton, WA (US). He has made significant contributions to the field of machine learning, holding a total of 3 patents. His work focuses on developing innovative techniques that enhance the efficiency and effectiveness of machine learning models.

Latest Patents

One of Patrick's latest patents is titled "Techniques for generating a training data set for a machine-learning model." This patent outlines systems and methods for creating a synthetic training data set that helps train machine-learning models to identify matching addresses. The process involves tokenizing addresses and scoring candidate addresses based on shared tokens with a user-defined address. The highest-scored candidate is selected as a match, while others may serve as negative examples based on historical delivery information.

Another notable patent is "Secure machine learning workflow automation using isolated resources." This invention describes a method for deploying a software execution environment containing training artifacts for a machine learning model within an isolated resource group. This approach ensures that access restrictions are met while generating a trained version of the model, which is then transferred outside the isolated group.

Career Highlights

Patrick Ian Wilson is currently employed at Amazon Technologies, Inc., where he continues to innovate in the field of machine learning. His work at Amazon has allowed him to contribute to cutting-edge technologies that impact various industries.

Collaborations

Throughout his career, Patrick has collaborated with talented individuals such as Bhavesh Anil Doshi and Umar Farooq. These collaborations have fostered a creative environment that encourages the development of groundbreaking technologies.

Conclusion

Patrick Ian Wilson is a notable inventor whose work in machine learning has led to significant advancements in the field. His innovative patents and contributions at Amazon Technologies, Inc. highlight his commitment to enhancing technology through research and development.