Kelley Lyn Impoco

Title: Innovations by Kelley Lyn Impoco

Introduction

Kelley Lyn Impoco is an accomplished inventor based in Charlotte, NC. She has made significant contributions to the field of technology, particularly in automated systems and machine learning. With a total of two patents to her name, Kelley is recognized for her innovative approaches to complex problems.

Latest Patents

Kelley Lyn Impoco's latest patents include "Systems and methods for automated prototyping of a topic model." This invention involves a data manipulation engine that processes source data, a feature extraction engine that transforms this data into numeric representations, and an autonomous model generator that creates a trained topic model. The system also allows for visualization of the topic model output, making it easier for users to utilize the information effectively.

Another notable patent is "Machine learning-based clustering model to create auditable entities." This technique focuses on the automatic creation of optimal auditable entities using a machine learning-based clustering model. The model clusters business processes based on their attributes, enhancing audit efficiency and accuracy in assigning audits based on auditor experience and skills.

Career Highlights

Kelley currently works at Wells Fargo Bank, N.A., where she applies her expertise in technology and innovation. Her role involves leveraging her patented systems to improve business processes and audit efficiency within the organization.

Collaborations

Kelley has collaborated with notable colleagues, including Brian Karp and Richard Penfil, II. These partnerships have contributed to her success and the development of her innovative solutions.

Conclusion

Kelley Lyn Impoco is a pioneering inventor whose work in automated systems and machine learning has the potential to transform business processes. Her contributions are significant in enhancing efficiency and accuracy in auditing, showcasing her impact in the field of technology.