Marina Kayumova is an Operations Analyst with the World Bank’s Development Economics Vice Presidency. Marina works on private sector development, entrepreneurship, innovation, and digital transformation. She led the development of digital indicators, analytical work on digital development, inclusive digital economy, innovation of SMEs, regulatory enablers, and digital agriculture. Before joining the World Bank Group in 2015, Marina was a Research Fellow at George Washington University. Previously she worked for GSM Association in London and European Parliament in Brussels. She holds a Master of Philosophy in Innovation, Strategy and Organization from the University of Cambridge, UK and a Master’s Degree in Advanced European Studies and International Relations from the European Institute, France. Marina speaks French, Russian and is conversant in Spanish.