Company Filing History:
Years Active: 2023-2024
Title: Brian C Tyrrell: Innovator in Machine Learning Systems
Introduction
Brian C Tyrrell is an accomplished inventor based in Western Springs, IL (US). He has made significant contributions to the field of machine learning, particularly in optimizing customer incentive offers. With a total of 2 patents, Tyrrell's work focuses on enhancing customer interactions through personalized marketing strategies.
Latest Patents
One of Tyrrell's latest patents is a machine learning system for personally optimized offer decay curves. This innovative model determines a personalized optimal offer decay curve for individual customers, corresponding to products provided by enterprises. The offer decay curve consists of a set of decreasing incentive values and respective time intervals during which each incentive value is valid. The model is trained on historical data that reflects customer interactions, offered incentives, and the resulting outcomes. By structuring the optimized offer decay curve to maximize the probability of customer engagement, Tyrrell's invention aims to motivate customers to accept offers, purchase products, and further interact with enterprises throughout the offer's lifetime. The curve can be uniquely tailored to each customer and customized based on various parameters such as location, time, and inventory levels.
Career Highlights
Brian C Tyrrell is currently employed at Walgreen Company, where he applies his expertise in machine learning to develop innovative solutions that enhance customer experiences. His work has positioned him as a key player in the intersection of technology and marketing.
Collaborations
Tyrrell collaborates with talented individuals such as Gunjan Dhanesh Bhow and Ajumobi O Udechukwu, contributing to a dynamic team focused on advancing machine learning applications in the retail sector.
Conclusion
Brian C Tyrrell's contributions to machine learning and personalized marketing strategies demonstrate his commitment to innovation. His patents reflect a deep understanding of customer behavior and the potential of technology to enhance business interactions.