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Mark Rudak serves as a Machine Learning Product Owner at GiniMachine AI, where a focus on implementing robust systems for the reproducibility and testability of machine learning models has significantly reduced decision-making time by 76%. In addition, Mark holds the position of Senior Data Scientist at HES FinTech, enhancing application processing speed to one application per second. Prior experience includes contributing as an Associate Data Scientist at Beijing Institute of Technology, where efforts in AI-driven crowd sourcing improved startup success predictions, and various roles at EPAM Systems, including Java Automation Engineer and Business Intelligence Developer, optimizing database performance and developing test frameworks. Mark's academic background includes a Master of Data Science and Software Engineering and a Bachelor of Economic Informatics.