Company Filing History:
Years Active: 2023-2025
Title: Innovations of Derek Wilcox in Modeling Tools and Machine Learning
Introduction
Derek Wilcox, an innovative inventor based in Los Angeles, CA, has made significant contributions to the field of modeling tools and machine learning. With a total of four patents to his name, Wilcox is recognized for his cutting-edge work that enhances the functionality and reliability of modeling workflows.
Latest Patents
Among his latest patents are "Systems and methods for enriching modeling tools and infrastructure with semantics" and "Systems and methods for providing machine learning model evaluation by using decomposition." The first patent addresses a novel approach to detecting unexpected scores during model execution by comparing a production distribution of scores with a reference distribution stored in a structured database. This approach ensures that alerts are generated for any discrepancies detected, thereby improving the overall reliability of the modeling process. The second patent focuses on evaluating machine learning models through a decomposition process, allowing for a more nuanced assessment of model outputs relative to baseline input datasets.
Career Highlights
Derek is currently affiliated with ZestFinance, Inc., where he continues to innovate and push the boundaries of machine learning applications. His work has been pivotal in advancing the technologies that underlie modern modeling systems, contributing to the growing importance of data-driven decision-making in various industries.
Collaborations
Throughout his career, Derek Wilcox has collaborated with talented peers, including Douglas C. Merrill and Sean Javad Kamkar. These collaborations have not only enriched his own work but have also fostered an environment of innovation at ZestFinance, where teamwork leads to groundbreaking inventions.
Conclusion
Derek Wilcox stands out as a notable inventor in the realm of modeling tools and machine learning systems. With his focus on semantic enrichment and advanced model evaluation techniques, he continues to leave an indelible mark on the technological landscape, proving that innovation thrives in collaboration and creativity.