Lorenzo Contento
Product Engineer at Pumas-AI, Inc.
Italy
Summary
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Top SchoolLorenzo Contento is a product engineer and applied mathematician with 8+ years of experience building mathematical and computational tools for statistical modelling in drug development. After a PhD and multiple postdoctoral positions in Japan and Germany, he developed and calibrated mechanistic ODE/PDE models for ecology and epidemiology, including COVID-19 forecasting with uncertainty quantification and wastewater data integration. At Pumas-AI he translates advanced numerical methods and hybrid modelling approaches (e.g., Universal Differential Equations) into practical software for industry. He combines deep expertise in mechanistic modelling, numerical simulation and MCMC-based inference with hands-on experience in machine/deep learning, synthetic-data training for medical imaging, and federated learning. Known for seeking concrete, challenging problems, Lorenzo bridges rigorous theory and production-ready tooling to make complex models usable in real-world decision making.
7 years of coding experience
7 years of employment as a software developer
Doctor of Philosophy - PhD, Applied Mathematics, Doctor of Philosophy - PhD, Applied Mathematics at Meiji UniversityMaster's degree, Mathematics, 110/110 cum laude, Master's degree, Mathematics, 110/110 cum laude at Università degli Studi di Udine110/110 cum laude, 110/110 cum laude at Scuola Superiore dell'Università degli Studi di Udine
Italian, English, Japanese
Github Skills (132)
ode10
python10
toolbox10
timezone10
modelica10
optimization10
computer-algebra-system10
systems-biology10
science10
julia10
pure-python10
sensitivity-analysis10
pysb10
simulation10
computer-algebra10
Programming languages (4)
Github contributions (5)
lcontento/AMICI
Sep 2020 - Oct 2022
Advanced Multilanguage Interface to CVODES and IDAS
Contributions:32 pushes, 3 branches, 1 comment in 2 years 2 months
idasmultilanguagecvodes
lcontento/TimeZones.jl
Oct 2024 - Jan 2025
IANA time zone database access for the Julia programming language
Contributions:7 pushes, 2 branches in 2 months
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