Since November 2017, I am a PhD student in Smart Computing. I received my Bachelor’s Degree in Computer Science (Ingegneria Informatica) at University of Florence. In April 2017, I obtained the Master’s Degree with honors in Computer and Automation Engineering at University of Siena defending the thesis called “Information Extraction by Learning Deep Architectures from Constraints”.
I have always been interested in Machine Learning and Optimization problems. In the last few years I mostly worked on Natural Language Processing. The goal of my research project is in Conversational Agents applications, which involve Information Extraction and Language Generation. I am currently working in Text Generation, with particular focus on poem generation. My interests include also, word representations, recurrent neural networks, transfer and few-shot Learning.
Analysis of Italian Diachronic Language Varieties.
Language models to generate tercets or verses resembling the style of Dante and Petrarca poets.
:: MACHINE LEARNING MANUAL
An introduction to some machine learning tools within the most common development environments.
:: 1st place Hackathon Mediaset Infinity.
Predicting user churn on the online streaming platform.
:: 1st place Hackathon Soccer Data Challenge.
Predicting football players modern roles and analysis of teams’s best schemes.