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Kate Stepanova is a Computer Vision Engineer with extensive experience in model architecture, data annotation, and efficient data collection processes. Currently employed at NLMK Group since February 2023, Kate previously worked at NTR Labs and MEGACOUNT, where significant contributions included restoring pipelines, designing annotation tools, and managing data for individual detection using camera feeds. Educational accomplishments include a Bachelor's degree in Mathematical Support and Administration of Information Systems, a Master's degree in Algorithmic Bioinformatics, and ongoing pursuit of a PhD in System Analysis, Management, and Information Processing at Ufa State Aviation Technical University.