Abhishek Roy Choudhury

Title: Abhishek Roy Choudhury: Innovator in Machine Learning Security

Introduction

Abhishek Roy Choudhury is a notable inventor based in Kolkata, India. He has made significant contributions to the field of machine learning, particularly in enhancing the security of machine learning models. His innovative approach addresses the vulnerabilities that machine learning systems often face.

Latest Patents

Abhishek holds a patent for "Immutable records based generation of machine learning models for dynamically triggering actions." This invention focuses on safeguarding training datasets by utilizing the immutability feature. It generates immutable machine learning models for data analytics, which are crucial in preventing issues such as training data poisoning and adversarial responses. The patent outlines a system where immutable records of events are managed by smart contracts within a secure permissioned distributed ledger. This innovative dataset is employed for training multiple machine learning models that are immutable in nature and are used for triggering actions from IoT platforms.

Career Highlights

Abhishek is currently employed at Tata Consultancy Services Limited, where he continues to develop and implement cutting-edge technologies. His work is instrumental in advancing the capabilities of machine learning applications in various sectors.

Collaborations

Abhishek collaborates with talented professionals in his field, including coworkers Satanik Panda and Prateep Misra. Their combined expertise fosters an environment of innovation and creativity.

Conclusion

Abhishek Roy Choudhury is a pioneering inventor whose work in machine learning security is shaping the future of data analytics. His contributions are vital in addressing the challenges faced by machine learning systems today.