Andrea Sebastiani
Postdoctoral Researcher at MaLGa - Machine Learning Genoa Center
Greater Bologna Metropolitan Area Italy
Summary
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Senior🎓
Top SchoolAndrea Sebastiani is a postdoctoral researcher with eight years of research and teaching experience, focused on advanced mathematics and machine learning applications. After earning a PhD in Mathematics from the University of Bologna, she held visiting researcher roles in the UK and consecutive postdoctoral positions at the University of Modena and Reggio Emilia and the Machine Learning Genoa Center. Her background blends rigorous theoretical training with hands-on work in academic collaborations and graduate teaching, indicating strong mentorship and communication skills. Based in Bologna, she brings cross-institutional project experience and a track record of moving theoretical ideas toward applied ML research. An understated strength is her continuity across Italian research institutions, suggesting she’s adept at navigating and connecting local academic networks to foster interdisciplinary work.
8 years of coding experience
2 years of employment as a software developer
Diploma, Liceo Scientifico PNI, Diploma, Liceo Scientifico PNI at Liceo scientifico “Temistocle Calzecchi Onesti” – Fermo (FM)Doctor of Philosophy - PhD, Mathematics, Doctor of Philosophy - PhD, Mathematics at Alma Mater Studiorum – Università di Bologna
Github Skills (35)
r10
digitalocean10
java10
php10
image-restoration10
paper10
html10
swift10
nodejs10
cpp10
javascript9
pytorch9
denoising9
python9
ruby9
Programming languages (6)
Github contributions (5)
sedaboni/ADMM-DIPTV
Sep 2020 - Oct 2022
Combining Weighted Total Variation and Deep Image Prior for natural and medical image restoration via ADMM (2021)
Contributions:17 commits, 3 PRs, 13 pushes in 2 years
image-restorationadmmdippytorchadmm-diptv
sedaboni/deepinv
Oct 2023 - Oct 2025
PyTorch library for solving imaging inverse problems using deep learning
Contributions:7 pushes, 2 branches in 2 years
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