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Simona Grădinaru is a seasoned data science professional, currently serving as a Senior Expert in Data Science at OMV Petrom since February 2023, where responsibilities include developing machine learning solutions and mentoring junior team members. Prior experience encompasses roles as Data Scientist III and Data Scientist at YouGov, focusing on comprehensive data analysis and statistical modeling. Simona has also contributed to academia as Associated Teaching Staff at Academia de Studii Economice din București and held various analytical positions at HP, Idea::Bank Romania, Hewlett Packard Enterprise, and Oracle. Educational qualifications include a PhD in Statistics and Economic Cybernetics, along with Master's and Bachelor's degrees in Cybernetics and Quantitative Economy from the same institution.