Ivan Donadello
Academic Researcher at Free University of Bozen-Bolzano
Trentino-Alto Adige/Südtirol, Italy
Summary
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Senior🎓
Top SchoolIvan Donadello is an academic researcher with a decade of experience in AI, specializing in integrating knowledge representation and machine learning to build virtual agents for process optimization. He holds a PhD from the University of Trento on combining logic and learning for semantic image interpretation and now leads research at the Free University of Bozen-Bolzano. His work spans ontologies, fuzzy logic, neural-symbolic integration, computer vision and XAI, focused on recommending actions that minimize time and cost while remaining human-understandable. He has translated academic ideas into applied virtual coaching for health and well-being at FBK and brings practical software development experience from industry projects using Django and Java stacks. Notably, he favors blending deduction and induction—adding semantics to ML—to create more trustworthy, explainable agents.
10 years of coding experience
3 years of employment as a software developer
Laurea triennale, Ingegneria informatica, Laurea triennale, Ingegneria informatica at Università degli Studi di PadovaSummer School, Computer Science, Summer School, Computer Science at Vision and Sports Summer SchoolDoctor of Philosophy (PhD), Scienze informatiche, Doctor of Philosophy (PhD), Scienze informatiche at Università degli Studi di Trento
English, Spanish, Italian
Stackoverflow
1reputation
0reached
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Github Skills (53)
process-mining9
causal-inference9
causal9
simulations9
encoding9
telegram-bot9
fuzzy-logic9
declare9
density-estimation9
telegram9
mining9
chatbot8
python8
bayesian8
probabilistic8
Programming languages (3)
Github contributions (5)
francxx96/declare4py
Jun 2022 - Nov 2022
A Python package for process-mining with DECLARE models.
Contributions:49 commits, 42 pushes, 1 issue in 5 months
business-process-managementdeclarepythonminingrule-mining
ivanDonadello/semantic-PASCAL-Part
Dec 2020 - Jan 2022
Contributions:37 commits, 35 pushes, 1 branch in 1 year 1 month
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