Mayank Mishra

Title: Innovations by Mayank Mishra

Introduction

Mayank Mishra is a notable inventor based in Thane, India. He has made significant contributions to the field of data processing and machine learning. With a total of 4 patents to his name, his work focuses on enhancing the efficiency of data processing pipelines.

Latest Patents

One of Mayank's latest patents is titled "Method and system for scalable acceleration of data processing pipeline." This invention provides a scalable acceleration of data processing in machine learning pipelines, which is not available in conventional methods. The system receives a dataset and a data processing code, obtaining a plurality of sample datasets through a sampling technique. Performance parameters corresponding to each sample dataset are acquired using a profiling technique. The invention predicts scalable performance parameters for larger datasets based on these performance parameters and the data processing code through a curve fitting technique. Additionally, it identifies anti-patterns in the data processing code using a pattern matching technique and recommends an accelerated code based on these findings.

Another significant patent is "Efficient deployment of machine learning and deep learning model's pipeline for serving service level agreement." This disclosure addresses the challenges in configuring and building applications, particularly deep learning applications with multiple models. The system accelerates the development of applications by optimally deploying composable model applications and transformation functions on underlying resources using performance prediction models.

Career Highlights

Mayank Mishra is currently employed at Tata Consultancy Services Limited, where he applies his expertise in data processing and machine learning. His innovative approaches have contributed to the advancement of technology in his field.

Collaborations

Some of Mayank's coworkers include Rekha Singhal and Dheeraj Chahal, who collaborate with him on various projects within the company.

Conclusion

Mayank Mishra's contributions to the field of data processing and machine learning through his patents demonstrate his commitment to innovation and efficiency. His work continues to influence the development of advanced technologies in the industry.