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Michelle is a member of the data team in Cambridge, contributing to the European Country Reports and Telecoms Market Matrix research programmes. She holds a BSc in physics and an MSc in quantum technologies from University College London (UCL), where she was elected as an academic representative to the Students’ Union and served as a Research Executive at the UCL Centre for Blockchain Technologies. She has worked as a data analyst in machine learning and experimental physics and has undertaken quantum computing research at the London Centre for Nanotechnology.