Gurunath Venkatarama Subrahmanya Gandikota

Title: Innovations of Gurunath Venkatarama Subrahmanya Gandikota

Introduction

Gurunath Venkatarama Subrahmanya Gandikota is a notable inventor based in Bengaluru, India. He has made significant contributions to the field of machine learning, particularly in the area of equipment failure prediction. His innovative approach combines data analysis with predictive modeling to enhance operational efficiency.

Latest Patents

Gandikota holds a patent for a method titled "Machine learning based equipment failure prediction." This patent involves receiving a time series of data values for various operational parameters of equipment. It includes calculating a time derivative feature that reflects changes in the data values of a specific operational parameter over a designated time window. Furthermore, the method classifies the operational mode of the equipment into different failure categories using a machine learning model based on the time derivative feature. He has 1 patent to his name.

Career Highlights

Gandikota is currently employed at Halliburton Energy Services, Inc., where he applies his expertise in machine learning to improve equipment reliability and performance. His work is instrumental in advancing predictive maintenance strategies within the energy sector.

Collaborations

Some of his coworkers include Shashwat Verma and Geetha Gopakumar Nair, who collaborate with him on various projects related to machine learning and equipment optimization.

Conclusion

Gurunath Venkatarama Subrahmanya Gandikota's innovative contributions to machine learning and equipment failure prediction highlight his role as a leading inventor in his field. His work not only enhances operational efficiency but also sets a precedent for future advancements in predictive maintenance technologies.