Location History:
- Mumbai, IN (US) (2014)
- Mumbai, IN (2014 - 2022)
Company Filing History:
7 out of 114 
1 out of 7 
Years Active: 2014-2022
Title: **Ashwin Gumaste: A Pioneer in Neural Network Innovations**
Introduction
Ashwin Gumaste, based in Mumbai, India, is an accomplished inventor known for his significant contributions to the field of computer science and networking. With a remarkable portfolio of 7 patents, he has made strides in creating innovative solutions that empower modern digital communication.
Latest Patents
Among Ashwin's latest inventions is a patent focusing on "Using graph neural networks to create table-less routers." This patent describes advanced methods and apparatuses for leveraging a neural network-based model to predict output ports for destination Internet Protocol (IP) addresses in a network. His models utilize a combination of graph neural networks and artificial feed-forward neural networks to enhance the efficiency of data routing. Additionally, Ashwin has developed a "Flexible software-defined networking (SDN) protocol for service provider networks," which involves creating a programmable dataplane capable of operating on a list of identifiers, enhancing the adaptability of network infrastructure.
Career Highlights
Ashwin Gumaste has had a prolific career, with notable tenures at prestigious institutions, including the Indian Institute of Technology Bombay and the Defence Research & Development Organisation. His work has significantly impacted the development of intelligent networking systems and advanced technologies for data communication.
Collaborations
Throughout his career, Ashwin has worked alongside talented colleagues such as Aniruddha Kushwaha and Sidharth Sharma. Their collaborative efforts have driven innovative research and the successful development of new technologies in networking.
Conclusion
Ashwin Gumaste stands out as a key figure in the realm of innovations, particularly in the application of neural networks within networking. His continued contributions and successes in patenting cutting-edge technologies not only enhance the field but also inspire future generations of inventors and researchers. Ashwin's journey showcases the profound impact that dedicated inventors can have on the world through their creativity and expertise.