Prathiba Sugumaran

Title: Prathiba Sugumaran: Innovator in Machine Learning Governance

Introduction

Prathiba Sugumaran is a notable inventor based in Parsippany, NJ (US). She has made significant contributions to the field of machine learning, particularly in the governance of reusable machine learning models. Her innovative approach addresses critical issues in data protection and bias testing.

Latest Patents

Prathiba holds a patent titled "Governance mechanisms for reuse of machine learning models and features." This patent describes a method performed by a processing system that includes detecting new data added to a repository of reusable machine learning models. The method involves applying data protection to the new data, testing it for bias, merging it with stored data, and publishing the new machine learning model while preserving data protection. She has 1 patent to her name.

Career Highlights

Prathiba is currently employed at AT&T Intellectual Property I, LP, where she continues to develop innovative solutions in machine learning. Her work focuses on enhancing the governance mechanisms that ensure the ethical use of machine learning technologies.

Collaborations

Throughout her career, Prathiba has collaborated with talented individuals such as Prince Paulraj and Christopher Kim. These collaborations have further enriched her work and contributed to advancements in the field.

Conclusion

Prathiba Sugumaran is a pioneering inventor whose work in machine learning governance is shaping the future of technology. Her contributions are vital in ensuring that machine learning models are used responsibly and ethically.