Hi! I am last year a PhD student in Applied Data Science and Artificial Intelligence at University of Trieste.
By background I am a Computer Scientist and I did my master and bachelor degree at University of Modena and Reggio Emilia and since then I have been passionate about multidisciplinary problems.
I am doing my PhD in collaboration with the research institute AREA Science Park and I am advised by Matteo Biagetti.
During my PhD I also did a visiting period at INRIA in the Datashape team in Sophia-Antipolis and I collaborate with Mathieu Carrière.
My researches focus on applications of Topological Data Analysis to Artificial Intelligence models and biological data.
I currently looking for Postdocs in multidisciplinary settings or opportunities in companies or startups.
Looking for opportunities in 2027!
Research
My research focuses on Topological Data Analysis and Interpretability of Large Language Models. My recent works explore:
- Intepretability of LLMs (also with TDA) (ICML'25, GTML'25, TMLR'26)
- Topological Data Analysis on neuroscience data ( GTML'25)
- Complex Systems (Scientific Reports'26, Sensors'24)
- Protein Language Model (BioArXiv'26)
News
- [10/2025 - 4/2026]: Visiting at INRIA at the Datashape team
- [11/2025]: Lightning talk at Workshop on Geometry, Topology, and Machine Learning (GTML 2025) [Link]
- [07/2025]: Poster session at ICML 2025 [Link]
- [06/2025]: Complexity72H Workshop in Madrid
- [05/2025]: Talk at "Workshop: Interpretability in LLMs using Geometric and Statistical Methods" [Link]
- [02/2025]: Lightning talk at Embed-Days [Link]
Selected Publications
Miscellaneous
My hobbies at the moment are Calisthenics, Photography and some videogames