Emanuele Guidotti is a researcher at the Università della Svizzera italiana, affiliated with the Institute of Finance (IFin). His competence areas include Data Science, Finance, Financial Markets, Machine Learning, and Market Microstructure. He actively engages in research within these fields, contributing to the advancement of knowledge and methodologies that dictate modern financial practices and technologies. His dedication to blending concepts from finance and data science positions him as a key player in evolving financial markets through innovative analytical techniques and solutions. Guidotti's work aims to improve decision-making processes in finance by leveraging machine learning algorithms and data analysis.