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Nicola Ghio is a Senior Machine Learning Scientist at Bumble since January 2021, formerly serving as a Machine Learning Scientist. Prior experience includes positions as Data Scientist Team Lead and Data Scientist at reed.co.uk from October 2019 to January 2021, and as a Strategic Consultant at Amey, focusing on optimizing train performance through innovative data analysis. Previous roles include Data Scientist at Oracle, where business weaknesses were identified and addressed using tools like Spark and Python, and a Business Operation Assistant at ADP, overseeing CRM improvements and client interactions. Nicola holds a Master of Science in Computer Science and Engineering from Politecnico di Milano and an Engineer's Degree in Computer Engineering from Università di Pavia.