Andrea Mastropietro
Junior Research Group Leader at Nara Institute of Science and Technology
Bonn, North Rhine-Westphalia, Germany
Summary
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Senior🎓
Top SchoolAndrea Mastropietro is a junior research group leader and interdisciplinary data scientist with nine years of experience bridging graph learning, generative and explainable AI for life science applications. Holding a PhD in Data Science and an MSc in Computer Engineering, she leads research at the University of Bonn and the Lamarr Institute while holding a cross-appointment with Nara Institute of Science and Technology. Her work spans GNNs, diffusion models and XAI applied to chemoinformatics and biomedicine, with a track record of postdoctoral and international collaborations across European and Japanese institutions. Andrea pairs deep methodological expertise with teaching and project leadership, and she is a lifelong learner who exchanges academia and short-term research fellowships to accelerate translational impact. Off the clock she sharpens focus and balance as an ice skater, reflecting a habit of disciplined practice that informs her research craft.
9 years of coding experience
1 year of employment as a software developer
MaturitĂ Scientifica P.N.I., MaturitĂ Scientifica P.N.I. at Liceo Scientifico Statale Antoinio LabriolaDoctor of Philosophy - PhD Data Science, Doctor of Philosophy - PhD Data Science at Sapienza UniversitĂ di RomaLicenza Media Bilingue, Licenza Media Bilingue at I.C. Giovanni Paolo II
English, Spanish, Italian, Catalan
Stackoverflow
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Github Skills (11)
protein-ligand-interactions9
bond9
deep-learning9
graph9
shapley8
xai8
siggraph7
bioinformatics5
biology4
python3
pytorch3
Programming languages (2)
Github contributions (5)
AndMastro/EdgeSHAPer
Nov 2021 - Dec 2022
EdgeSHAPer: Bond-Centric Shapley Value-Based Explanation Method for Graph Neural Networks
Contributions:2 releases, 155 commits, 18 PRs in 1 year 1 month
chemoinformaticsdeep-learningmethodneural-graphneural-networks
AndMastro/NIAPU
May 2022 - Oct 2022
Contributions:35 commits, 32 pushes, 1 comment in 5 months
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