Uma Akula

Title: Uma Akula and Intelligent Service Request Remedy

Introduction

Uma Akula is an inventor associated with Bengaluru, India, and Cerner Innovation, Inc. Her patent work focuses on applying natural language processing and machine learning to analyze computer-system service requests and identify potential remedies. The available information lists 1 patent for Akula.

Latest Patents

Akula’s listed patent is “System and Method for Implementing Intelligent Service Request Remedy.” It describes methods, systems, and computer-readable media for analyzing service requests related to a computer system.

The disclosed approach uses natural language processing to identify key terms in a request. A machine-learning algorithm then assigns the request to a classification group associated with a remedy. The system evaluates the remedy’s success rate and, when that rate exceeds a predetermined threshold, implements the remedy in the computer system.

Career Highlights

Akula’s listed invention addresses the analysis and resolution of computer-system service requests. By combining language processing, classification, and success-rate evaluation, the system is designed to support automated remedy selection and implementation. The provided information associates her with Cerner Innovation, Inc.

Collaborations

The listed coworkers are Chirag Bharatia and Vijay Chendrayan Chandrasekar. Their names are provided as professional associations, though no specific roles or contributions to the patent are stated.

Conclusion

Uma Akula’s listed patent presents a machine-learning-based approach to interpreting service requests and implementing remedies when their measured success rate meets a defined threshold.