Bradley D Flynn

Title: Innovations of Bradley D Flynn

Introduction

Bradley D Flynn is an accomplished inventor based in St. Louis, MO. He has made significant contributions to the field of automated intervention systems and machine learning. With a total of four patents to his name, Flynn continues to push the boundaries of technology and innovation.

Latest Patents

One of Flynn's latest patents is the "Automated intervention system based on channel-agnostic intervention model." This method involves generating an intervention model by determining principal components for features of a training set. It includes associating each feature of the training set with one of the principal components, selecting features most closely correlated with these components, and performing regression analysis to identify a subset of features that correlate with a model target. The trained machine learning model is then verified and saved as the intervention model. This method also determines an intervention expectation indicating the likelihood that a user will take action in response to an executed intervention, as well as the likelihood of a care gap for the user.

Another notable patent is the "Channel-specific engagement machine learning architecture." This method also involves generating an intervention model by determining principal components for features of a training set. It includes selecting features most highly correlated with these components and training a machine learning model with the selected features. The method determines multiple channel-specific intervention expectations, indicating the likelihood that a user will take action in response to an intervention executed through a specific engagement channel.

Career Highlights

Bradley D Flynn is currently employed at Express Scripts Strategic Development, Inc. His work focuses on developing innovative solutions that enhance user engagement and improve healthcare outcomes. Flynn's expertise in machine learning and intervention systems has positioned him as a leader in his field.

Collaborations

Flynn has collaborated with notable colleagues, including Amit K Bothra and Pritesh J Shah. These partnerships have contributed to the advancement of his projects and the successful development of his patented technologies.

Conclusion

Bradley D Flynn is a prominent inventor whose work in automated intervention systems and machine learning continues to impact the healthcare industry. His innovative patents reflect his commitment to improving user engagement and addressing care gaps. Flynn's contributions are paving the way for future advancements in technology and healthcare solutions.