Andrea Coletta
AI Researcher at Banca d'Italia - Eurosistema
Rome, Lazio, Italy
Summary
👤
Senior🎓
Top SchoolAndrea Coletta is an AI researcher with nine years of experience applying generative models to financial systems, currently developing synthetic data, simulated environments, and AI safety solutions at Banca d'Italia. With a PhD from Sapienza University of Rome and 25+ peer-reviewed papers (including NeurIPS, ICML and ICAIF), he blends deep academic rigor with practical deployment in banking and trading contexts. He previously led Generative AI work at JPMorgan Chase, focusing on GANs and diffusion models for time-series and limit order book markets. Andrea also teaches advanced data coding courses at Luiss Guido Carli and has a track record mentoring students and junior engineers. His work sits at the uncommon intersection of economic simulation and ML research, aiming to use generative methods to probe systemic behavior. Based in Rome, he combines strong publication impact with hands-on engineering experience building back-end data pipelines and production ML systems.
9 years of coding experience
5 years of employment as a software developer
Doctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at Sapienza Università di Roma
Italian, English
Github Skills (25)
botnet10
dos-attack10
dos10
simulator9
simulation9
network-tools9
ospf9
networking8
synthetic4
synthetic-data4
generative-model4
data-augmentation4
php3
tabular3
fairness-ml3
Programming languages (3)
Github contributions (5)
matteoprata/AI4Trading
Oct 2020 - Dec 2021
Contributions:12 commits, 12 pushes in 1 year 1 month
Andrea94c/DroNETworkSimulator
Oct 2020 - Dec 2021
Simulator for Course of Autonomous Networking a.a. 20-21
Contributions:29 commits, 3 PRs, 21 pushes in 1 year 2 months
autonomousospfnetwork-toolsnetworkingdos
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.