Giulia Preti
Researcher at Intesa Sanpaolo
Turin, Piedmont, Italy
Summary
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Senior🎓
Top SchoolGiulia Preti is a researcher with 8+ years of experience specializing in graph and network mining, currently working on applied research at Intesa Sanpaolo after roles at CENTAI and ISI Foundation. Her work spans weighted and dynamic graphs—detecting high-weight frequent structures for personalization and identifying convergent-edge groups that reveal regions of interest in evolving networks. She also investigates pattern mining and null models for higher-order structures like hypergraphs and simplicial complexes, with a focus on assessing statistical significance. During her PhD she developed a time-aware, schema-agnostic similarity function for entity resolution in heterogeneous temporal databases, combining theory with practical impact in industrial challenges such as portfolio optimization. An active reviewer and program committee chair for major conferences, she brings a rare blend of rigorous academic foundations in mathematics and computer science and hands-on experience translating complex network methods into actionable insights.
8 years of coding experience
6 years of employment as a software developer
Doctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at Università di TrentoBigDat 2017 Winter School Big Data, BigDat 2017 Winter School Big Data at Università degli Studi di BariHigh School High School focusing on Science, High School High School focusing on Science at Liceo B. RussellMaster’s Degree Computer Science, Master’s Degree Computer Science at University of Trento
English, Italian
Stackoverflow
1reputation
0reached
0answers
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Github Skills (12)
pattern-mining9
mining8
orange7
graph7
pattern6
subgraph4
data-mining4
graph-algorithms2
hypergraph1
cpp1
boost1
openmp1
Programming languages (4)
Github contributions (5)
lady-bluecopper/ExCoDE
Feb 2019 - Jul 2024
Diverse Dense Correlated Subgraph Mining in Dynamic Networks
Contributions:1 PR, 11 pushes, 1 branch in 5 years 6 months
diverseminingorangedataminingdata-mining
lady-bluecopper/ReSuM
Mar 2018 - Jan 2019
Pattern Mining in Multi-weighted Graphs
Contributions:3 commits, 2 PRs, 11 pushes in 10 months
edge-weightsgraphmulti-weighted-graphspattern-mining
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