Youssef El Ani

I apply decision theory, probabilistic reasoning, and categorization to complex strategic and business questions.

At ELIS Junior Consulting, I completed consulting projects for IBM, Microsoft, Generali, Ennalumini, and Gruppo Miroglio across technology, finance, and manufacturing. As part of the IVY Team, I won the Winter Edition challenge through strategic analysis and problem-solving framework development.

My master's research at the University of Turin investigates the reference class problem at the intersection of probability theory, statistics, and decision-making. I am systematizing approaches from Reichenbach, Kyburg, Pollock, Hajek, and Cheng to develop a robust solution methodology.

In formal epistemology, I demonstrated that Markovian languages are inadequate for modelling general human decision-making because memory is constitutive, proving the AMMDMP dilemma within a Tarskian semantic framework.