Company Filing History:
3 out of 6,566 
2 out of 316 
2 out of 166 
Years Active: 2020-2025
Title: Inventor Spotlight: Kevin Andrew Perkins
Introduction
Kevin Andrew Perkins is an accomplished inventor based in Champaign, IL. With a remarkable portfolio of eight patents, Perkins has made significant contributions to the field of machine learning and data analysis. His innovative work showcases his expertise and dedication to developing systems that enhance data processing and interpretation.
Latest Patents
Kevin Andrew Perkins' latest patents highlight his focus on improving machine learning applications. One patent details "Systems and methods for reducing problematic correlations between features from machine learning model data." This invention involves a device that processes a structured dataset by stratifying it into subsets based on a protected categorical dimension. It utilizes a quantile transform to refine the data, ultimately generating a training dataset for a machine learning model.
Another notable patent titled "System and method for generating relevant sets of results using datasets" describes a technique for identifying significant subsets of dimensions and metrics from historical dataset queries. This invention is crucial for generating meaningful results from complex datasets, demonstrating Perkins' innovative approach to data analysis.
Career Highlights
Throughout his career, Kevin Andrew Perkins has worked with prominent companies such as Verizon Patent and Licensing Inc. and Yahoo Assets LLC. These experiences have allowed him to collaborate on numerous projects, further solidifying his reputation as a leading inventor in the field.
Collaborations
In the pursuit of innovation, Perkins has collaborated with talented individuals such as Matthew Robert Ahrens and Ashwini Kumar Kounduri. Together, they have contributed to the development of cutting-edge technologies that enhance machine learning capabilities and data analysis.
Conclusion
Kevin Andrew Perkins stands out as a forward-thinking inventor with a proven track record in developing patents that address complex data challenges. His contributions to machine learning and data processing continue to influence the industry, making him a notable figure in the world of innovation.