Davide Serramazza
PHD Graduate Student
Dublin, Ireland
Summary
👤
Senior🎓
Top SchoolDavide Serramazza is an AI researcher and PhD student at University College Dublin with eight years of experience turning complex multivariate time series models into explainable, trustworthy solutions. His work at SFI ML-Labs focuses on novel xAI methods for classification and regression, bridging rigorous research with practical interpretability for real-world data. Previously a researcher and part-time collaborator at Università di Pisa, he brings strong academic foundations from consecutive degrees in computer science, graduating with top marks. Based in Dublin, he combines deep statistical intuition with engineering rigor to make black-box models auditable and user-friendly. Colleagues describe him as methodical and curious, often exploring subtle model failure modes that standard evaluations miss.
8 years of coding experience
Laurea Specialistica in scienze e tecnologie informatiche, Scienze informatiche, 110, Laurea Specialistica in scienze e tecnologie informatiche, Scienze informatiche, 110 at Università di Pisa
English, Italian
Github Skills (5)
reply9
iot-application7
javascript4
user-friendly4
python4
Programming languages (1)
Github contributions (5)
davide-serramazza/image_captionig_tree2tree
Oct 2019 - Feb 2022
Contributions:14 pushes, 2 branches in 2 years 4 months
mlgig/xai4mtsc_eval_actionability
Mar 2024 - Nov 2024
Contributions:1 review, 1 PR, 20 pushes in 8 months
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