Isel Grau
Research Scientist
Eindhoven, North Brabant, Netherlands
Summary
👤
Senior🎓
Top SchoolIsel Grau is a research scientist and assistant professor at TU/e with nine years of experience specializing in machine learning and explainable AI for decision-making in industry and healthcare. She combines rigorous academic training—a PhD from Vrije Universiteit Brussel and earlier degrees in computer science—with applied research that emphasizes responsible, human-centered AI. Her work bridges theoretical ML and practical deployment, aiming to make automated decisions transparent and trustworthy for clinicians and industrial stakeholders. Based in Eindhoven, she brings an international academic background and a track record of translating complex models into interpretable tools. Colleagues describe her as passionate about ethical AI and skilled at aligning research questions with real-world impact.
9 years of coding experience
Universidad Central "Marta Abreu" de Las VillasDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Vrije Universiteit Brussel
Dutch, English, Spanish
Github Skills (6)
machine-learning10
shapley10
shap10
gradient-boosting10
deep-learning9
fairness-ml3
Programming languages (2)
Github contributions (5)
igraugar/fcmappers
Jan 2018 - Nov 2022
Contributions:3 pushes, 1 branch in 4 years 10 months
igraugar/statpipeline
Jul 2020 - Nov 2022
Contributions:3 pushes, 1 branch in 2 years 4 months
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