Company Filing History:
Years Active: 2020-2023
Title: Innovations by Patrick George Flor: Pioneering Demand Forecasting
Introduction
Patrick George Flor, an innovative inventor based in Evanston, IL, has made significant strides in the realm of demand forecasting. With a total of two patents to his name, Flor stands out for his contributions to online demand prediction frameworks that leverage advanced computational techniques.
Latest Patents
Flor's latest invention focuses on "Forecasting demand using hierarchical temporal memory." This patent outlines a system, method, and computer-readable media designed to forecast demand by employing a hierarchical temporal memory network (HTM). This technology enables the HTM to learn temporal patterns that represent sequences of states in time-series data gathered from various data sources indicative of demand. Significantly, the HTM utilizes a Cortical Learning Algorithm to enhance its learning capabilities, thereby improving the accuracy of demand predictions.
Career Highlights
Currently, Patrick is affiliated with Groupon, Inc., where he applies his expertise in demand forecasting and computational learning. His role at Groupon allows him to implement his innovative ideas and continuously contribute to the evolving landscape of technology and data analytics.
Collaborations
Throughout his career, Flor has collaborated with talented colleagues, including Dylan Griffith and Riva Ashley Vanderveld. These partnerships highlight his commitment to teamwork and the importance of collaborative efforts in driving innovation.
Conclusion
Patrick George Flor's pioneering work in forecasting demand through hierarchical temporal memory marks a significant advancement in data analytics. His innovations not only reflect his technical expertise but also offer valuable solutions to meet the challenges of demand prediction in various sectors. With continued collaboration and dedication, Flor is poised to further impact the field of technology and innovation.