This inventor holds 1 USPTO granted patent and 1 published patent application. Top assignees: Constructor Education and Research Genossenschaft, Constructor Technology Ag. Active years: 2026.
Company Filing History:
1 out of 17 
1 out of 27 Years Active: 2026
Title: Nikita Tkachev: Innovator in Machine Learning-Based Brand Advertising
Introduction
Nikita Tkachev is a notable inventor based in Sofia, Bulgaria. He has made significant contributions to the field of machine learning, particularly in brand advertising. His innovative approach combines technology and marketing to enhance brand detection and analysis in video content.
Latest Patents
Nikita Tkachev holds a patent for a "System and method for machine learning-based brand advertising rate calculation in a video." This patent describes a comprehensive method for performing brand detection and analysis in videos. The process involves receiving a video, splitting it into frames, and applying open set detection to identify brand media. It also includes determining the exact area occupied by the brand within the frame, resolving scene understanding tasks, detecting crucial moments, and generating heat maps to compute a brand advertising rate.
Career Highlights
Throughout his career, Nikita has worked with various organizations, including Constructor Technology AG and Constructor Education and Research Genossenschaft. His experience in these companies has allowed him to refine his skills in technology and innovation, contributing to his success as an inventor.
Collaborations
Nikita has collaborated with talented individuals such as Andrei Boiarov and Ilya Shimchik. These partnerships have fostered a creative environment that encourages the development of groundbreaking ideas and solutions.
Conclusion
Nikita Tkachev is a pioneering inventor whose work in machine learning and brand advertising is shaping the future of marketing technology. His innovative patent and career achievements reflect his dedication to advancing the field.