Paritosh Pramanik

Title: Paritosh Pramanik: Innovator in Adaptive Machine Learning

Introduction

Paritosh Pramanik is a notable inventor based in Bengaluru, India. He has made significant contributions to the field of machine learning, particularly in developing systems that enhance the efficiency of adaptive learning processes.

Latest Patents

Paritosh holds a patent titled "System and method for adaptive resource-efficient mitigation of catastrophic forgetting in continuous deep learning." This innovative patent addresses the challenges of catastrophic forgetting in machine learning by providing systems and methods that support adaptive classification while minimizing resource requirements. The technology involves training two machine learning classifiers based on historical streamed data, allowing for dynamic switching between classifiers based on data drift thresholds.

Career Highlights

Paritosh is currently employed at Accenture Global Solutions Limited, where he applies his expertise in machine learning to develop cutting-edge solutions. His work focuses on creating adaptive systems that can learn continuously and efficiently, which is crucial in today's fast-paced technological landscape.

Collaborations

Paritosh has collaborated with talented colleagues, including Akshay Subhash Dhok and Sourav Ghosh. These collaborations have fostered an environment of innovation and creativity, leading to advancements in their respective fields.

Conclusion

Paritosh Pramanik is a distinguished inventor whose work in adaptive machine learning is paving the way for more efficient and effective systems. His contributions are vital in addressing the challenges faced in continuous learning environments.