Ryan Franks

Title: Innovations by Ryan Franks

Introduction

Ryan Franks is an accomplished inventor based in Deerfield, IL (US). He has made significant contributions to the field of data science and machine learning, holding 2 patents that showcase his innovative approach to technology.

Latest Patents

Franks' latest patents include groundbreaking work in building and executing deep learning-based data pipelines. This patent describes a computing platform designed to receive configuration data that defines a pipeline for constructing a deep learning model. The platform is capable of processing input datasets, applying data transformations, and utilizing machine learning processes to train the model effectively.

Another notable patent focuses on creating a data science model with reduced bias. This invention outlines a method for training an initial model object and subsequently updating it to mitigate bias. The process involves identifying input variables that require transformation, producing a post-processed model object, and selecting the best version for the updated model.

Career Highlights

Ryan Franks is currently employed at Capital One Financial Corporation, where he applies his expertise in data science and machine learning. His work has contributed to advancements in the field, particularly in developing systems that enhance the accuracy and fairness of data-driven models.

Collaborations

Franks collaborates with talented individuals such as Arjun Ravi Kannan and Alexey Miroshnikov. Together, they work on innovative projects that push the boundaries of technology and data science.

Conclusion

Ryan Franks is a notable inventor whose work in deep learning and data science has led to significant advancements in the field. His contributions continue to influence the development of more effective and unbiased data models.