Jacopo Castellini
Scientific Collaborator
Geneva, Geneva, Switzerland
Summary
👤
Senior🎓
Top SchoolJacopo Castellini is a machine learning researcher and scientific collaborator with 12 years of experience, specializing in multi-agent reinforcement learning and decentralized algorithms for resource management across the edge-cloud continuum. He holds a PhD from the University of Liverpool and has translated academic expertise into impact-driven postdoctoral roles examining recommender-system effects on market competition and optimal planning in partially observable multi-agent systems. Currently at HES-SO Genève on the EU-funded HYPER-AI project, he focuses on hyper-distributed AI platforms that automate network resource management for efficient data processing. Colleagues describe him as someone who bridges theoretical advances and practical deployment, with a knack for designing decentralized RL approaches that scale in real-world, privacy-sensitive environments.
11 years of coding experience
1 year of employment as a software developer
Doctor of Philosophy - PhD Artificial Intelligence and Machine Learning, Doctor of Philosophy - PhD Artificial Intelligence and Machine Learning at University of LiverpoolLaurea Magistrale LM in scienze e tecnologie informatiche Scienze informatiche, Laurea Magistrale LM in scienze e tecnologie informatiche Scienze informatiche at Università degli Studi di PerugiaScuola Media Superiore Liceo Scientifico, Scuola Media Superiore Liceo Scientifico at Convitto Nazionale Principe di Napoli (Assisi)
Italian, English, French
Github Skills (34)
deep-q-network10
gymnasium10
reinforcement-learning-environments10
reinforcement-learning9
multi-agent-reinforcement-learning9
20489
openai-gym9
api9
monte-carlo-tree-search9
q-learning9
deep-reinforcement-learning9
multi-agent8
server8
theano7
lasagne7
Programming languages (2)
Github contributions (5)
sfcoding-school/Peg-Solitaire-Uninformed-Search
Mar 2015 - Jun 2016
Contributions:12 commits, 11 pushes in 1 year 2 months
sfcoding-school/ScreenStealer
Jun 2016 - Jul 2017
Contributions:16 commits, 15 pushes, 1 branch in 1 year 1 month
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