Davide Rigoni
Postdoctoral Researcher at Università degli Studi di Padova
Padua, Veneto, Italy
Summary
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Senior🎓
Top SchoolDavide Rigoni is a postdoctoral researcher at the University of Padova specializing in deep generative models for graph-structured data, with a strong focus on molecular graph generation for drug discovery. He combines a decade of research experience with a PhD in AI and collaborative appointments across mathematics, pharmaceutical sciences, and economics departments, bridging methodological ML advances with domain applications like knowledge-graph extraction from unstructured data. Trained at Fondazione Bruno Kessler and with a research visit to the University of Copenhagen, he brings interdisciplinary rigor and practical lab collaborations to AI-driven molecular design. Beyond core model development, Davide’s work emphasizes translating generative outputs into actionable scientific hypotheses, reflecting a rare mix of theoretical grounding and applied impact.
10 years of coding experience
2 years of employment as a software developer
Scientific Visit, Computer Science, Scientific Visit, Computer Science at University of CopenhagenDoctor of Philosophy - PhD, Artificial Intelligence, Doctor of Philosophy - PhD, Artificial Intelligence at Università degli Studi di PadovaErasmus+, Laurea Magistrale, Informatica, Erasmus+, Laurea Magistrale, Informatica at Universitat Autònoma de BarcelonaEnglish Language, English Language at Totnes European SchoolPerito informatico, Informatica e Telecomunicazioni, 81, Perito informatico, Informatica e Telecomunicazioni, 81 at Istituto Tecnico Tecnologico Giacomo Chilesotti
Italian, English, Spanish
Github Skills (53)
ui-components9
python9
data-visualization9
data-analysis8
arxiv8
deep-learning8
gradio-interface8
machine-learning8
data-science8
gradio7
keras7
api6
video-understanding6
mongoose6
reinforcement-learning6
Programming languages (3)
Github contributions (5)
drigoni/DynamicHead
Nov 2021 - Mar 2024
Contributions:202 pushes, 82 branches in 2 years 3 months
drigoni/ComparisonsDGM
Nov 2019 - Sep 2020
Comparisons of Drug Generation Models
Contributions:29 commits, 7 PRs, 32 pushes in 10 months
ldadataminingmachine-learningdrugcomparisons
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