Dustin Ground

Title: The Innovative Mind of Dustin Ground

Introduction

Dustin Ground is a notable inventor based in Austin, TX (US). He has made significant contributions to the field of technology, particularly in the realm of machine learning and image processing. With a total of 2 patents, his work showcases a blend of creativity and technical expertise.

Latest Patents

Dustin's latest patents include groundbreaking methods for utilizing machine learning models to process low-results web queries. This innovation generates web item deficiency predictions and corresponding user interfaces. The system identifies low-results queries submitted by client devices navigating a website. It generates features for these queries and digital item lists to predict demand deficiencies. The deficiency identification system utilizes a prediction model to process extracted signals and generate a deficiency confidence score. Based on this score, it can provide demand notifications through graphical user interfaces.

Another significant patent focuses on increasing the visibility of pixel patterns in images. This system includes a pattern-detection application that accesses an image depicting an object. It determines a set of colors from the transformed image and identifies pixels of a particular color. The application modifies pixel values to visually indicate a simulated color that differs from the original. This innovation enhances the clarity and visibility of pixel patterns in images.

Career Highlights

Dustin Ground is currently employed at Adobe, Inc., where he continues to push the boundaries of technology through his innovative work. His contributions have not only advanced the company's capabilities but have also set new standards in the industry.

Collaborations

Dustin collaborates with talented individuals such as Lauren Dest and Michele Saad. Their teamwork fosters an environment of creativity and innovation, leading to the development of cutting-edge technologies.

Conclusion

Dustin Ground's inventive spirit and technical prowess have led to significant advancements in machine learning and image processing. His patents reflect a commitment to innovation that continues to impact the technology landscape.