I combine advanced statistical and data science techniques to build large probabilistic models, particularly for extreme events. My work involves creating innovative methodologies to address gaps in the literature and applying these techniques in practical, real-world scenarios. My goal is to collaborate on projects that demand innovation and to bring clarity to complex problems.
Employ a broad range of methodologies, including probability theory, machine learning, extreme value theory, copula models, and uncertainty analysis to tackle unique challenges.
Maintain high standards of computational hygiene with defensive programming, version control, and data provenance for well-documented, reproducible codebases.
Tailor model complexity to project needs, starting simple and adding layers only as necessary to achieve optimal solutions.
Engage in two-way transfer of knowledge with domain experts to align models with practical needs and communicate the results meaningfully.
Vincenzo’s github page
GitHub stars
since 2016
Discord community
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Vincenzo works on real-world projects for clients, and conducts research for applications. Here are some examples.
"Awesome, so easy to use and saved me so much work with the swappable pre-designed sections!"
Articles in scientific journals, proceedings, and preprints.
Responsibilities include:
Responsibilities include:
Responsibilities include:
Responsibilities include:
I am always interested in hearing about a need for innovative solutions. Reach out on LinkedIn.
I work on applications such as hydrology, climate science, and geohazards with BGC Engineering. Reach out to me there.
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