Ivan Donadello
Trentino-Alto Adige/Südtirol, Italy
Summary
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SeniorIvan 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
Github Skills (38)
scene-graph10
ontologies10
classification10
process-mining10
declare10
action-recognition10
fuzzy-logic10
mhealth10
image-classification9
simulation9
business-process-management9
encoding9
deep-learning9
synthetic-data9
ehealth9
Programming languages (3)
Github contributions (5)
ivanDonadello/semantic-PASCAL-Part
Dec 2020 - Jan 2022
Contributions:37 commits, 35 pushes, 1 branch in 1 year 1 month
ivanDonadello/Declare4Py
Jan 2023 - Mar 2023
A Python package for declarative Process Mining with Machine Learning applications
Contributions:50 commits, 3 PRs, 165 pushes in 1 month
machine-learningprocess-miningpythonbpmbusiness-process-management
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