I am 25 years old, I currently live in Pisa and I am student of the Master of Science course in Artificial Intelligence at the Computer Science department, University of Pisa. I have working experience as researcher in Machine Learning e Data Science for migration studies and predictions at HumMingBird - EU Horizon 2020 project. I am also a tech writer for Analytics Vidhya and Towards AI communities on Medium. During my studies I gained deep expertise in Data Science, Deep Learning and Neural Network models. I also became really interested in AI ethics.
MSc in Artificial Intelligence [A.Y. 2019/20 - 2021/22]
University of Pisa
BSc in Digital Humanities [A.Y. 2015/16 - 2018/19]
University of Pisa - Final grade: 110/110
Scientific high school diploma
Liceo Scientifico G. Galilei, Civitavecchia (Rome) - Final grade: 95/100
Social Big Data for migration studies
Neural models for learning and forecasting
Keras, Tensorflow & other tools
Implementation of a Neural Network from scratch in Python for the Machine Learning course.
Computing the 2-norm for a rectangular matrix (unconstrained approach) using two optimization algorithms, the Standard gradient descent (steepest descent) method, and the Quasi-Newton method. Project for the Master Course of Computational Mathematics for Learning and Data Analysis.
Long-Short Term Memory (LSTM) to predict energy consumption from multivariate timeseries.
A presentation about the question of embodiment in behaviour-based robots (MSc course of Robotics)
Python analysis of timeseries to cluster ranges of consumption, using Hidden Markov Models with Gaussian emissions.
SmartBin, a smart solution for improvements on garbage management system. An intelligent bin that monitors itself.
A report on Algorithmic Bias, why it is ethically problematic and how to handle it.
Linked Open Data per il Cultural Heritage italiano. Conversione e pubblicazione nel Semantic Web del Fondo antico del Comune di Novi Ligure.
Logo, booklet, poster, leaflet and website mock-up for a corporate branding, using Adobe Illustrator, Photoshop, Indesign CC
Statistic and descriptive analysis of medical data as result of a Data Journalism investigation about supplement consumption in Italy. Data is extracted, cleaned up and organized in CSV tables, managed through a database SQL. Query API are in PHP. The implemented software receives data through AJAX and return them in Json format to a script that processes them and show them in a client-readable format (charts displayed in a user interface).
Development of an english multimedia ebook (ePub3 format) for the project “A Digital Journey in Europe, Erasmus+”, Laboratorio di Cultura Digitale, University of Pisa. Built with PubCoder software, compatibile with iBooks and Readium apps.
Human-language features extraction from corpora about Clinton & Trump speeches, and statistic analysis with NLTK.
Digital encoding of some extract of the book “La condizione postmediale”, using standards XML TEI P5, XSL stylesheets, XHTML, XMLS, RelaxNG, DTD. Main task of the annotation: Named Entity Recognition. Also, a user interface is implemented for navigation of content.