Margaret A Shaw

Title: Innovations by Margaret A Shaw in Machine Learning Systems

Introduction: Margaret A Shaw is an accomplished inventor based in East Hampton, CT (US). She has made significant contributions to the field of machine learning, particularly in the area of automated database element processing and prediction output generation. Her innovative work has led to the development of a patented technology that enhances the efficiency of data processing systems.

Latest Patents: Margaret holds 1 patent for her invention titled "Machine learning systems for automated database element processing and prediction output generation." This patent describes a computer system that includes memory hardware configured to store a machine learning model, historical feature vector inputs, and computer-executable instructions. The system is designed to train two machine learning models to generate title and background score outputs, which indicate the likelihood of an entity being a decision entity. The system also automates the distribution of structured campaign data based on these scores.

Career Highlights: Margaret A Shaw is currently employed at Cigna Intellectual Property, Inc., where she continues to innovate and develop advanced technologies. Her work focuses on leveraging machine learning to improve data processing capabilities, making significant strides in the field.

Collaborations: Throughout her career, Margaret has collaborated with notable colleagues, including David Fogarty and Robert E Chudzik. These partnerships have contributed to her success and the advancement of her projects.

Conclusion: Margaret A Shaw's contributions to machine learning and automated data processing exemplify her innovative spirit and dedication to advancing technology. Her patented work continues to influence the field and showcases her expertise as an inventor.