Matteo Prata
Ai Research Engineer @Leonardo
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WORK HISTORY
Ai Research Engineer @Leonardo
Genova, IT
Developed a modular framework for deep reinforcement learning agents based on Ray RLlib, including classical and safe RL algorithms. Adapted for autonomous flight of uncrewed aircraft- Designed and deployed a PyTorch framework for high-frequency sensor time-series analysis, improving performance in segmentation, classification, prediction, and generation tasks- Contributed to successful project proposals and supported technical development and coordination.
EDUCATION
Sapienza Università di Roma
Doctor of Philosophy - PhD, Computer Science
Sapienza Università di Roma
Bachelor of Computer Science, Bachelor’s Degree of Computer Science
Sapienza Università di Roma
Master of Computer Science, Master’s Degree of Computer Science
ABOUT MATTEO PRATA
I’m an AI research engineer working at the intersection of research and engineering in aerospace. My work focuses on time-series modeling and reinforcement learning, with an emphasis on reusable, end-to-end AI pipelines that bridge research and deployable systems.At Leonardo, I work on predictive maintenance for aerospace platforms and on constrained optimal decision-making for defense applications, including counter-UAV systems.My earlier research focused on stock-market simulation and optimal decision-making in multi-agent systems.
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