Dmitry Goloubew

Title: Innovations by Dmitry Goloubew

Introduction

Dmitry Goloubew is an accomplished inventor based in Waterloo, Belgium. He has made significant contributions to the field of technology, particularly in the areas of machine learning and collaborative systems. With a total of 4 patents to his name, Goloubew continues to push the boundaries of innovation.

Latest Patents

One of his latest patents is a "Deep learning system for accelerated diagnostics on unstructured text data." In this invention, an apparatus obtains unstructured text generated by a device regarding its operation. The apparatus identifies the unstructured text as associated with a particular command or process that generated it. It classifies a portion of the unstructured text as anomalous by inputting it to a machine learning-based model trained to predict text generated by the specific command or process. The apparatus then provides the unstructured text for display, indicating that the portion is anomalous.

Another notable patent is "Extracting knowledge from collaborative support sessions." In this invention, a first computer device and a second computer device are connected to a collaborative support session that supports audio communications, screen sharing, and control of the first device by the second. The screen sharing video image content is converted to a text sequence with timestamps, generating a text log. Using a command-based machine learning model, a sequence of commands and associated parameters are determined from the text log. Audio is analyzed to produce speech-based information, which is time-synchronized with the command sequence. A knowledge report for the collaborative support session is then generated, including entries with timestamps, commands, and speech-based information.

Career Highlights

Dmitry Goloubew is currently employed at Cisco Technology, Inc., where he applies his expertise in developing innovative solutions. His work focuses on enhancing collaborative technologies and improving diagnostic systems through advanced machine learning techniques.

Collaborations

Some of his notable coworkers include Carlos M. Pignataro and Qihong Shao, who contribute to the innovative environment at Cisco Technology, Inc.

Conclusion

Dmitry Goloubew's contributions to technology through his patents and work at Cisco Technology, Inc. highlight his role as a leading inventor in the field. His innovative solutions continue to shape the future of machine learning and collaborative systems.