Gegi Thomas

Title: Gegi Thomas: Innovator in Mobile Testing and Privacy-Preserving Learning

Introduction

Gegi Thomas, based in Piermont, NY, is a prominent inventor with 27 patents to his name. His innovative contributions primarily focus on enhancing mobile application testing and advancing methods for privacy-preserving federated learning processes. With a career anchored at International Business Machines Corporation (IBM), Gegi continues to push the boundaries of technology.

Latest Patents

Gegi's most recent patents showcase his expertise in two pivotal areas. The first is a patent related to "Building coverage metrics and testing strategies for mobile testing via view enumeration." This method involves performing a static analysis of an application's coding metadata, simulating available user interface states, and calculating coverage metrics based on the states reached during testing.

The second patent is centered around "Hyperparameter determination for a differentially private federated learning process." This invention outlines techniques for determining hyperparameters by leveraging a numeric relationship among the privacy budget, learning rate schedule, and batch size, showcasing an innovative approach to maintaining privacy while training machine learning models collaboratively.

Career Highlights

Throughout his career at IBM, Gegi has been instrumental in developing cutting-edge technologies. His work has positioned him as a leader in mobile application testing and federated learning, significantly impacting how these technologies are implemented in the industry. His extensive work has led to numerous innovations that enhance the efficiency and security of software solutions.

Collaborations

Gegi collaborates with other esteemed professionals, including Marco Pistoia and Joseph W. Ligman, contributing to a robust environment of innovation within IBM. These partnerships not only enhance his projects but also foster a culture of teamwork and shared knowledge that amplifies the impact of their inventions.

Conclusion

Gegi Thomas represents a remarkable figure in the realm of technology innovation. His substantial portfolio of patents highlights his commitment to advancing mobile testing and privacy in machine learning. As he continues his career at IBM, Gegi is poised to influence the future of these fields significantly, making strides that pave the way for new advancements and applications in the tech landscape.