Krishnaprasad Narayanan

Title: Innovations of Krishnaprasad Narayanan

Introduction

Krishnaprasad Narayanan is a notable inventor based in Bengaluru, India. He has made significant contributions to the field of machine learning and product analytics. With a total of four patents to his name, Narayanan's work focuses on enhancing the capabilities of software systems through innovative methodologies.

Latest Patents

One of his latest patents is titled "System and method for performing product analytics for machine learning platforms." This invention discloses a system and method that can receive a log file containing data derived from executing a software program. The system categorizes software packages and their sub-modules into various package categories. It also categorizes notebooks where the software code is written. Based on these categorizations, the system generates consumable insights and provides a natural language summary for display on a graphical user interface in response to user queries.

Another significant patent is "Computer-based systems for management of big data development platforms based on machine learning techniques and methods of use thereof." This invention involves a system that receives user requests to instantiate a server cluster in a hybrid computer network. The system authenticates the request and redirects it to a selected computer network. It then instantiates the server cluster, initiates a microservice agent, and processes event data to determine and change the execution state of a process.

Career Highlights

Krishnaprasad Narayanan is currently employed at American Express Travel Related Services Company, Inc. His role involves leveraging his expertise in machine learning to develop innovative solutions that enhance product analytics and big data management.

Collaborations

Some of his notable coworkers include Rahul Ghosh and Pratap Singh Rathore. Their collaboration contributes to the innovative environment at American Express, fostering advancements in technology and analytics.

Conclusion

Krishnaprasad Narayanan's contributions to machine learning and product analytics through his patents reflect his commitment to innovation. His work continues to influence the development of advanced software systems, showcasing the importance of creativity in technology.