Sumit Sanyal

Title: Innovations by Sumit Sanyal

Introduction

Sumit Sanyal is an accomplished inventor based in Santa Cruz, CA. He has made significant contributions to the field of technology, particularly in reinforcement learning and acoustic monitoring. With a total of 4 patents to his name, Sanyal's work reflects a commitment to advancing technological capabilities.

Latest Patents

One of Sanyal's latest patents is titled "Method and apparatus for reinforcement learning training sessions with consideration of resource costing and resource utilization." This innovation focuses on optimizing reinforcement learning frameworks by managing financial costs and computational resources. The system allows for real-time monitoring and adjustment of training sessions, ensuring that neural networks are trained efficiently within budget constraints.

Another notable patent is "Real time monitoring of acoustic environments using ultrasound." This invention provides a method for continuously monitoring acoustic environments through ultrasonic signals. By analyzing reflected acoustic signals, the system can determine changes in the acoustic environment, enhancing the capabilities of sound monitoring technologies.

Career Highlights

Throughout his career, Sumit Sanyal has worked with prominent companies such as Broadcom Corporation and Knowles Electronics, Inc. His experience in these organizations has contributed to his expertise in developing innovative technologies.

Collaborations

Sanyal has collaborated with notable professionals in the field, including Dana C Massie and Wilfrid Paul LeBlanc. These partnerships have further enriched his work and expanded the impact of his inventions.

Conclusion

Sumit Sanyal's contributions to technology through his patents and collaborations highlight his innovative spirit and dedication to advancing the field. His work continues to influence the development of new technologies that address complex challenges.