Projects

May 2026 · Quantitative Portfolio Management · MSc in Data Science · Bocconi University

Prompting Large Language Models for Portfolio Optimization

A study of how LLMs construct portfolios under different prompt designs.

Code
June 2025 · Natural Language Processing · MSc in Data Science · Bocconi University

Echoes of Society: Topic and Toxicity Trends in 80 Years of Music

Group Project where we detected manospherity in 80 years of U.S. song lyrics.

Paper Code
May 2025 · Machine Learning · MSc in Data Science · Bocconi University

Milan Rent Prices Forecasting

Predicted rent prices in Milan using rental listings and spatial information.

Paper Code
March 2025 · Natural Language Processing · MSc in Data Science · Bocconi University

Semantic Similarity Measurement

A retrieval method that identifies the most relevant response to a question using text representations.

Code
February 2025 · Natural Language Processing · MSc in Data Science · Bocconi University

Wordle Solver

A program to find the optimal next word in the Wordle game.

Code
July 2024 · Bachelor's Thesis · BSc in Economics, Management and Computer Science · Bocconi University

The Tokenization Process of Financial Instruments: an Empirical Analysis for Securities

Analyzed the impact of tokenized securities on market liquidity using regression and ensemble methods.

Paper Code
May 2024 · Data Visualization · Exchange Program · University of Maryland

Exploring the impact of Government Size and Legal Systems on Economic Freedom

This project explores the impact of Government Size and Legal Systems on Economic Freedom.

Code
February 2024 · University of Pennsylvania Blockchain Hackathon

Bot Detection Algorithm

An AI/ML award-winning hackathon project developed to detect bots from Twitter data.

Paper Code
March 2023 · Econometrics · BSc in Economics, Management and Computer Science · Bocconi University

Econometrics Model for Canada

Group Project to estimate a model that could relate the short-term interest rate with inflation, GDP gap and other relevant explanatory variables.

Presentation Code