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Natallia Makarava is a Senior Data Analyst at Vattenfall with a background in research and mathematics. Previously, Natallia worked as a Data Scientist at PTB Berlin, specializing in data analysis and machine learning in the cloud, as well as time series analysis. As a researcher, Natallia is involved in a joint research project focusing on sensor network metrology for electrical grid characteristics. With a PhD in Mathematics from the University of Potsdam, Natallia has a strong foundation in stochastic modeling, Kalman filter, and mathematical methods applicable in various fields. Prior to this, Natallia has experience as a teaching assistant and lecturer in mathematics for both university and high-school students.