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Fred Navruzov is an accomplished data scientist and machine learning advisor with extensive experience across various industries. Currently serving as a Senior Data Scientist at VictoriaMetrics and as an ML Advisor for both Graai and DataObrii, Fred specializes in AI-driven personalization and optimizing machine learning operations. Previous roles include Data Science Lead at Tilting Point, Head of Data Science at Rozetka.ua, and Data Science Lead at Competera Pricing Platform, where Fred demonstrated expertise in project ownership, ML strategy development, and team mentorship. Fred's technical proficiency encompasses a broad tech stack, including Python, TensorFlow, and various orchestration tools, supporting a wide range of ML tasks such as classification, regression, and outlier detection. Educationally, Fred holds Master's degrees in System Analysis and Sustainable Management from Taras Shevchenko National University of Kyiv and Nord University, respectively.