Company Filing History:
Years Active: 2023-2025
Title: Payal Roy - Innovator in Machine Learning Technologies
Introduction
Payal Roy is a prominent inventor based in Hyderabad, Telangana, India. He has made significant contributions to the field of machine learning, particularly in developing innovative solutions that enhance data processing and incident management. With a total of 3 patents to his name, Payal is recognized for his expertise and creativity in technology.
Latest Patents
One of Payal Roy's latest patents is a machine-learning based similarity engine. This invention involves a storage system that contains incident logs and mappings between these logs and vector representations generated by a machine learning (ML) model. The system is designed to receive classification requests from client devices, transmit additional values to the ML model, and generate vector representations of incident logs. It also includes obtaining confidence measurements that represent similarities between the new vector representation and existing logs. Based on these measurements, the system determines a set of incident logs that are semantically relevant and transmits their representations along with corresponding confidence measurements back to the client device.
Career Highlights
Payal Roy is currently employed at ServiceNow, Inc., where he continues to innovate and develop cutting-edge technologies. His work focuses on leveraging machine learning to improve incident management processes and enhance user experiences. His contributions have been instrumental in advancing the capabilities of the company's offerings.
Collaborations
Payal collaborates with talented individuals such as Hari Krishna Vutukuru and Purvanshi Yadav, who contribute to the innovative environment at ServiceNow, Inc. Their teamwork fosters creativity and drives the development of impactful solutions in the tech industry.
Conclusion
Payal Roy stands out as a leading inventor in the field of machine learning, with a focus on creating solutions that improve incident management. His patents reflect his commitment to innovation and his ability to address complex challenges in technology.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.