Sourav Ghosh

Title: The Innovative Mind of Sourav Ghosh

Introduction

Sourav Ghosh is a notable inventor based in Kolkata, India. He has made significant contributions to the field of machine learning through his innovative patent. His work focuses on addressing challenges in continuous deep learning, particularly the issue of catastrophic forgetting.

Latest Patents

Sourav Ghosh holds a patent titled "System and method for adaptive resource-efficient mitigation of catastrophic forgetting in continuous deep learning." This patent describes systems, methods, and computer-readable storage media that support adaptive machine learning (ML) classification. The invention aims to mitigate the effects of catastrophic forgetting while reducing overall resource requirements. The technology involves training two ML classifiers based on historical streamed data, allowing for dynamic switching between classifiers based on data drift thresholds.

Career Highlights

Sourav Ghosh is currently employed at Accenture Global Solutions Limited, where he applies his expertise in machine learning and artificial intelligence. His innovative approach to adaptive learning has positioned him as a valuable asset in the tech industry.

Collaborations

Sourav has collaborated with talented individuals such as Akshay Subhash Dhok and Paritosh Pramanik. These collaborations have further enhanced his work and contributed to advancements in the field of machine learning.

Conclusion

Sourav Ghosh's contributions to adaptive machine learning demonstrate his innovative spirit and commitment to solving complex problems in technology. His patent reflects a significant advancement in the field, showcasing his ability to blend creativity with technical expertise.