Graeme Andrew Kyle Roche

Title: Inventor Graeme Andrew Kyle Roche: Innovations in Data Clustering

Introduction

Graeme Andrew Kyle Roche is an accomplished inventor based in Seattle, WA, recognized for his significant contributions to data clustering technologies. With a total of four patents to his name, Roche has developed innovative methods to enhance data organization and resolution of conflicts within clustered data. His work is influential in sectors where data integrity and efficient management is crucial.

Latest Patents

Among Roche's noteworthy patents are those focusing on "Multi-level conflict-free entity clusters." This patent describes a system for clustering similar data records into a hierarchical structure, where each tier is defined by a minimal match score representing a degree of confidence. The technology aims to optimize cluster sizes based on confidence levels; higher confidence leads to smaller clusters, while lower confidence results in larger clusters. Additionally, ordinal classification methods are employed to formulate these hierarchical clusters, with provisions for conflict resolution to address user-defined hard conflicts across each clustering tier.

Career Highlights

Roche has made significant strides in his career by working with notable companies such as Amperity, Inc. and Microsoft Technology Licensing, LLC. His experience in these leading technology firms has enabled him to refine his innovative methods and deliver impactful solutions in data management.

Collaborations

Throughout his career, Roche has collaborated with talented professionals such as Yan Yan and Jeffrey Allen Stokes. These partnerships have fostered a creative environment that cultivates new ideas and advancements in technology, particularly in the domain of data clustering and management.

Conclusion

Graeme Andrew Kyle Roche stands out as an influential inventor whose patents in multi-level conflict-free entity clustering represent a significant leap forward in data organization and conflict resolution. His contributions to the fields of technology and data management continue to drive innovations that enhance performance and reliability across various applications. As a testament to his work, the patents he holds serve as a valuable resource for companies seeking to navigate the complexities of data management.