This is my CV as machine learning research engineer, with a background in theoretical physics, specialised in machine learning and uncertainty quantification in AI.
Personal data
Date of birth
13 July 1993
Place of birth
Torino, Italy
Citizenship
Italian
Work address
CEA Paris-Saclay
DES/ISAS/DM2S/SGLS/LIAD
Bât. 451 p. 61
F-91190 Gif sur Yvette CEDEX
France
Research interests
machine learning, artificial intelligence, statistics, data science, theoretical physics
Work Experience
05/2024 – present
Research Engineer
CEA Paris-Saclay
Laboratory of Artificial Intelligence and Data Science
Tasks data analysis and research on uncertainty quantification in machine learning and AI
09/2022 – 04/2024
Research Engineer
CEA Paris-Saclay
Laboratory of Vision for Modelling and Visualisation
Tasks machine learning research engineer in hyperspectral imaging and computer vision
02/2021 – 08/2022
Postdoctoral Researcher
CEA Paris-Saclay
Laboratory of Isotopic, Nuclear, and Elemental Analysis
Tasks research in signal detection and uncertainty quantification in LIBS imaging experiments
10/2017 – 10/2020
Scientific Associate Researcher
INFN Sezione di Torino
Istituto Nazionale di Fisica Nucleare
Tasks research in theoretical physics (string theory) and AI for geometry
10/2018 – 07/2020
Teaching Assistant
Università degli Studi di Torino
Facoltà di Fisica
Tasks tutoring and exercise sessions for student of the BSc in physics
Education
10/2017 – 12/2020
Ph.D. Fellow in Physics and Astrophysics
Università degli Studi di Torino
Facoltà di Fisica
Thesis D-branes and Deep Learning: Theoretical and Computational Aspects In String Theory
Advisor Prof. Igor Pesando (INFN Torino)
10/2015 – 10/2017
MSc in Theoretical Physics
Università degli Studi di Torino
Facoltà di Fisica
Project Standard Model–like Scenarios in String Theory: Non Abelian D-brane Rotations and the Classical Bosonic String
10/2012 – 10/2015
BSc in Physics
Università degli Studi di Torino
Facoltà di Fisica
Project Perturbative Analysis: Resurgent Transeries and Hyperasymptotics
Teaching Experience
02/2023 – present
Internship Supervision
Projects
- High Precision Machine Learning
- Bayesian Optimisation Additive Manufacturing
- Machine Learning for LIBS Data Analysis
- Metamodelling Critical Heat Flux through AI
- Graph Neural Network for Antispoofing Detection
01/2019 – 07/2020
Teaching Assistant
Projects
- Waves, fluids and thermodynamics (tutoring sessions)
- Physics 1 (tutoring sessions)
11/2025
Teaching Staff
Projects
- Introduction to High Energy Physics (project for high school students)
Fellowships, Grants, Distinctions
2023 – 2027
COMETA COST Action (EU funding)
Role
- Representative of France in the Management Committee
- Co-leader of WG2 on technological advancements in data analysis
2020
grant for teaching activities at UniTO
2019
Ph.D. representative at Department Council
2018
Ph.D. representative at Department Council
2018
Ph.D. scholarship (UniTO)
IT Skills
Programming languages
Good experience
Python, C++, R
Some experience
ROOT, Matlab/Octave, Wolfram
Elements
PHP, JS, JQuery, Java
Markup/scripting
bash, HTML, Markdown, RST
OS and distros
Arch Linux, Ubuntu, Fedora, Debian, Windows
Shells
bash, zsh, powershell
Deep Learning ecosystem
PyTorch, PyTorch Geometric, Lightning, JAX, Tensorflow, Keras, Hugging Face
Data Analysis libraries
Scipy/Numpy, Pandas, Scikit-learn, Statsmodels, XGBoost, LightGBM, CatBoost, Tigramite, Antropy, GiottoTDA, Caret, Tidyr, Leaflet
Visualisation frameworks
Matplotlib, GGPlot, Plotly, Bokeh, Open3d, Tensorboard
IDEs and Editors
VSCode, VIM, Jupyter (Lab and notebooks), RStudio
Version Control
Git (GitLab, GitHub, Tuleap)
Containers
Docker, Docker Swarm, Podman
Certifications
ECDL Core Full (04/2012)
Language Skills
Italian
native speaker
English
proficient (C2)
French
proficient (C1)
A Personal Touch
I am passionate about latest advancements in AI and machine learning, and I am kind of a computer geek. I love music: I played the violin (I keep saying that I still do) for a long time and I hold a degree in Musical Theory and Melodic Dictation (Solfeggio e Teoria Musicale) and Complementary Piano Studies (Pianoforte complementare). Basketball is an old passion of mine: I played for a longtime in youth, and I was both referee and coach for some time. I am a blood donor since several years, both in Italy and in France.