Andrea Coletta
AI Researcher at Luiss Guido Carli University
Rome, Lazio, Italy
Summary
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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 (15)
networking8
finance7
generative-model6
machine-learning6
artificial-intelligence6
ai6
fairness-ml6
trading6
data-augmentation5
deep-learning5
synthetic-data4
privacy3
pytorch3
discrete-event-simulation1
dataloader1
Programming languages (3)
Github contributions (5)
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
networking
matteoprata/AI4Trading
Oct 2020 - Dec 2021
Artificial Intelligence for Trading (AI4Trading) formative activity at Sapienza University of Rome.
Contributions:12 commits, 12 pushes in 1 year 1 month
artificial-intelligencetradingaimachine-learningfinance
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