Kingsuk Maitra

Title: Innovations of Kingsuk Maitra

Introduction

Kingsuk Maitra is a prominent inventor based in Guilderland, NY (US), known for his significant contributions to the field of machine learning and control systems. With a total of 17 patents to his name, Maitra has developed innovative techniques that enhance the reliability and efficiency of machine learning agents.

Latest Patents

Maitra's latest patents include "Aging Aware Reward Construct for Machine Teaching" and "Machine Learning Design for Long-Term Reliability and Stress Testing." The first patent focuses on integrating aging awareness into machine learning agents, allowing them to manage control systems more effectively. By extracting states and an aging model from the control system, the machine learning agent can determine actions that optimize system operations based on performance and future degradation. The second patent emphasizes measuring the long-term reliability of machine learning agents before deployment. It involves analyzing component specifications to derive parameters for interaction, ultimately leading to a reliability score for the machine learning agent.

Career Highlights

Throughout his career, Maitra has worked with notable companies such as GlobalFoundries Inc. and Microsoft Technology Licensing, LLC. His experience in these organizations has contributed to his expertise in developing advanced machine learning solutions.

Collaborations

Maitra has collaborated with talented individuals in the field, including Jeremy Austin Wahl and Eduard Albert Cartier. These partnerships have fostered innovation and the exchange of ideas, further enhancing his contributions to technology.

Conclusion

Kingsuk Maitra's work in machine learning and control systems showcases his innovative spirit and dedication to advancing technology. His patents reflect a commitment to improving system reliability and efficiency, making a significant impact in the field.