Teaching
- Clustering Methods — contract lecturer within Data Science for Asset Management, SIAT (Società Italiana Analisi Tecnica) — October–November 2024
- Mathematical Reasoning — Leiden University College, section E — 2023 and 2020
- Analysis 2 — teaching assistant, Leiden University — 2021/2022
- Random Walks — teaching assistant, Mastermath (taught by E. Verbitskiy and D. Valesin) — 2019/2020 and 2021/2022
Student supervision
Quantitative finance and machine learning
- Saverio Lidonnici, University of Bologna — curricular internship on data-driven models for portfolio allocation (2025)
- Luca Manca, Università Cattolica del Sacro Cuore, Milan — bachelor’s thesis, European Corporate Bond Pricing (2025)
- Konstantinos Haitas, Bocconi University — bachelor’s thesis, ML and Crypto Price Predictions: A Novel Hybrid LSTM and Graph Convolutional Network (2024), co-supervised with Alessandro Greppi
Probability and science communication
- Johan van der Marck, Mathematical Institute, Leiden University — simulation and coding for a probability thesis under F. den Hollander (2020)
- Vincent Diringer, Rayan Suryadikara, Tamara Florijn and Xin Chen, Leiden University — science-communication project on the small-world effect and its implications for the COVID-19 pandemic (2020), co-supervised with Amber Bruynzeel
- Arpeeta Rao and Christopher Kusumo Adi — PRE-University project on the voter model (2022)
- Kelsey Bozic and Kristian Nieuwenhuize — PRE-University project on random walks, hierarchical graphs and electrical networks (2021), co-supervised with Rangel Baldasso
Academic service
- Organiser and host, LCN2 seminar series — 2019–2024
- Co-organiser, contributed session Asymptotics of Random Graphs, IMPMS 2026, with Elena Magnanini
- Peer reviewer for academic journals
- Young KWG — contributed to the creation of the youth branch of the Royal Dutch Mathematical Society, and served on its board
- Volunteer for Mathematics in Europe
Mentoring in industry
At Proficiency S.r.l. I have served as Lead Quantitative Researcher on a mentorship programme for STEM students from Italian universities, which offers partnered internships within the company.
See the CV for the complete record.