Company Filing History:
Years Active: 2025
Title: Anton Kasyanov: Innovator in Machine Learning Visualization
Introduction
Anton Kasyanov is a prominent inventor based in Kyiv, Ukraine. He has made significant contributions to the field of machine learning, particularly in the visualization of model performance. His innovative approach has garnered attention in the tech community, showcasing the importance of effective data representation.
Latest Patents
Anton Kasyanov holds a patent for "Methods and systems for visual representation of model performance." This patent discloses methods and systems for visualizing machine learning model performance. One method involves receiving a request to provide a visual representation of a machine learning technique executed on a set of images to generate a first attribute and a second attribute for each image. The process includes executing the machine learning model to receive the first and second attributes, mapping the first attribute to a visual distinctiveness protocol, and identifying a distance for each image. This distance represents a difference between the second attribute predicted by the model for each pair of respective images within the set. Finally, it provides for display at least a subset of the set of images arranged according to their respective distance and having a visual attribute corresponding to the mapped first attribute for each image. He has 1 patent to his name.
Career Highlights
Anton Kasyanov is currently employed at DataRobot, Inc., where he continues to develop innovative solutions in machine learning. His work focuses on enhancing the interpretability of machine learning models, making them more accessible to users and stakeholders.
Collaborations
Anton collaborates with talented individuals such as Ivan Pyzow and Pavlo Kochubei, contributing to a dynamic and innovative work environment.
Conclusion
Anton Kasyanov is a key figure in the advancement of machine learning visualization techniques. His contributions are paving the way for more effective data interpretation in the tech industry.