Shamya Karumbaiah

Title: The Innovative Mind of Shamya Karumbaiah

Introduction

Shamya Karumbaiah is a talented inventor based in Philadelphia, PA. She has made significant contributions to the field of computer network management through her innovative patent. Her work exemplifies the intersection of technology and creativity, showcasing her ability to solve complex problems.

Latest Patents

Shamya holds a patent for a groundbreaking invention titled "Neural network-assisted computer network management." This patent involves the use of long short-term memory (LSTM) neural networks to identify sequences of computer network log entries that indicate the cause of specific events. The process includes training the neural network to detect log entries of a particular type, characterized by a series of ordered cells and a final sigmoid layer with a weight vector. The invention outputs a sub-sequence of log entries that are indicative of the cause of an event described in the log entry.

Career Highlights

Shamya is currently employed at Cisco Technology, Inc., where she applies her expertise in neural networks and computer network management. Her role at Cisco allows her to work on cutting-edge technologies that enhance network efficiency and reliability. With one patent to her name, she is already making her mark in the tech industry.

Collaborations

Shamya collaborates with talented individuals such as Saurabh Verma and Gyana Ranjan Dash. These partnerships foster an environment of innovation and creativity, enabling them to tackle complex challenges in their field.

Conclusion

Shamya Karumbaiah is an inspiring inventor whose work in neural network-assisted computer network management is paving the way for advancements in technology. Her contributions reflect her dedication to innovation and problem-solving in the tech industry.