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Markiian Novosad is a Machine Learning Research Engineer at Skylum since March 2024 and serves as a Lecturer at UCU Faculty of Applied Sciences, focusing on Unsupervised Learning and Generative AI in the Computer Vision Course for undergraduates. Previous experience includes roles as a Machine Learning Research Engineer at ZibraAI from February 2022 to March 2024, an Image Processing Engineer at ADVA Soft from October 2020 to February 2022, and a Software Engineer at DeepTrait from February 2020 to July 2020. Markiian holds a Bachelor's degree in Computer Science and is currently pursuing a Master's degree in Data Science at Ukrainian Catholic University, expecting graduation in July 2024.