Federico Malato
Postdoctoral Researcher at University of Iowa
Iowa City, Iowa, United States
Summary
👤
Senior🎓
Top SchoolFederico Malato is a postdoctoral researcher and machine learning engineer with nine years of experience bridging deep reinforcement learning, causal reasoning for autonomous agents, and practical Python backend and data architecture. Currently at the University of Iowa, he applies AI to neuroimaging while maintaining a side research interest in associative memory mechanisms for RL and advising humanistic research at the University of Eastern Finland’s Linguistics school. His background includes doctoral work focused on RL and an internship in deep RL for computer vision from Universitat Autònoma de Barcelona, giving him strong cross-domain expertise from theory to applied systems. Federico combines academic rigor with production experience from a software engineering role at Fusilli Labs, enabling him to translate research prototypes into deployable solutions. He brings a rare blend of causal-focused RL research and hands-on data engineering, making him effective at both designing experiments and shaping scalable ML pipelines.
9 years of coding experience
4 years of employment as a software developer
Internship Deep Reinforcement Learning for Computer Vision, Internship Deep Reinforcement Learning for Computer Vision at Universitat Autònoma de BarcelonaLaurea Magistrale LM Ingegneria informatica - Intelligent Systems, Laurea Magistrale LM Ingegneria informatica - Intelligent Systems at Università degli Studi di Firenze
Stackoverflow
125reputation
18kreached
1answer
5questions
Github Skills (38)
computer-vision8
toolbox8
robotics7
datasets7
machine-learning7
torchvision7
battle-net-api6
stable-baselines6
deep-learning6
tensorflow6
cmake6
linux6
python6
pytorch6
clion6
Programming languages (5)
Github contributions (5)
fmalato/ML_project_GANs
May 2020 - Jan 2021
Contributions:277 pushes, 1 branch in 8 months
fmalato/CNN
May 2018 - Jan 2021
Contributions:7 pushes, 1 branch in 2 years 8 months
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.