Olivia is a PhD student in Mathematics at Queen Mary University of London. Her main research interests are in Random Matrix Theory and related fields such as Probability Theory, Stochastic Analysis and Linear Algebra. She is the founder of MV&H Model Validation and Harmonisation Ltd, a company dedicated to the validation of scientific models and the harmonisation of procedures. She was a senior quantitative analyst specialised in equity and commodity derivatives with knowledge of all other asset classes. Her professional experience within investment banks and a utility energy company gave her the opportunity to deal with pure financial assets as well as with physical ones.Her skills and research interests in applied mathematics, probability theory, and multivariate statistics grant her the capacity to achieve various projects related to modelling and pricing for portfolio management, trading, and risk management purposes.She holds a master’s degree in applied mathematics and scientific computing (numerical analysis, stochastic analysis, solid and fluid mechanics, optimisation methods, and analysis) from Sup Galilee French engineering school, a postgraduate degree in finance from HEC Paris as well as an undergraduate degree in mathematics, theoretical physics, and computer science from Sorbonne Paris Nord University.Olivia is passionate about music and takes photos from time to time.