Lorenzo Contento
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Lorenzo Contento Email & Phone Number

Product Engineer at Pumas-AI at Pumas-AI, Inc.
Location: Italy 5 work roles 4 schools
1 work email found @pumas.ai LinkedIn matched
✓ Verified Jul 2026 4 data sources Profile completeness 86%

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Work email l****@pumas.ai
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Current company
Role
Product Engineer at Pumas-AI
Location
Italy
Company size

Who is Lorenzo Contento? Overview

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Quick answer

Lorenzo Contento is listed as Product Engineer at Pumas-AI at Pumas-AI, Inc., a with 10 employees, based in Italy. AeroLeads shows a work email signal at pumas.ai and a matched LinkedIn profile for Lorenzo Contento.

Lorenzo Contento previously worked as Product Engineer at Pumas-Ai, Inc. and Postdoctoral Researcher at The University Of Bonn. Lorenzo Contento holds Doctor Of Philosophy - Phd, Applied Mathematics from Meiji University.

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{first}@pumas.ai
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Profile bio

About Lorenzo Contento

At Pumas-AI I am working on mathematical methods/software for statistical modelling for drug development.Before moving to industry, I spent several years doing academic research in applied mathematics, with a focus on mathematical modelling. I have been working in the field since 2013, first at Meiji University in Tokyo (3y PhD + 4y PostDoc) and then at the University of Bonn (3y PostDoc). My work was centered on developing mathematical models (in particular ODEs/PDEs) for complex natural phenomena (e.g., competition among ecological species, the spread of epidemics). Since such models are often too complex to be treated analytically, I employ numerical methods to simulate them, fit them against experimental data and quantify the uncertainty on the parameters. While most of my research has revolved around the creation, analysis and training of mechanistic models, I have also had a lot of exposure to and experience with machine/deep learning methods. In particular, I am very interested in hybrid modelling approaches that combine the interpretability of mechanistic models with dynamics learned from data, such as Universal Differential Equations.More than the particular methods employed, as an applied mathematician I am interested in finding new concrete and challenging problems that can be solved with a rigorous mathematical approach, regardless of whether they originate in academia or industry.

Current workplace

Lorenzo Contento's current company

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Pumas-AI, Inc.
Pumas-Ai, Inc.
Product Engineer at Pumas-AI
baltimore, maryland, united states
Website
Employees
10
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5 roles

Lorenzo Contento work experience

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Postdoctoral Researcher

Bonn, North Rhine-Westphalia, Germany

- Epidemiological modelling of the COVID-19 epidemic by deterministic ODE compartmental models, with a focus on uncertainty quantification (via Markov Chain Monte Carlo methods) and estimation of time-dependent effects (e.g., non-pharmaceutical interventions and testing effectiveness).- Integration of wastewater surveillance data in epidemiological models (INSIDE project)- Federated Learning for COVID-19 clinical data (H2020 ORCHESTRA project)- Analysis of highly-multiplexed immuno-fluorescence imagesHasenauer Lab website: https://www.mathematics-and-life-sciences.uni-bonn.de/en/research/hasenauer-group

Apr 2020 - Apr 2023

Postdoctoral Researcher

Tokyo, Tokyo, Japan

My work at Meiji University was centred around a three-species competition-diffusion system. In particular, I studied, both numerically and analytically, the conditions for the occurrence of competitor-mediated coexistence and the spatio-temporal patterns displayed by the system. I also researched the global bifurcation structure and the interaction behaviour of the 1D traveling waves. I have shown that when colliding planar fronts are considered in ℝ², truly 2D (non-planar) traveling waves are generated.

Apr 2016 - Feb 2020

Machine Learning Consultant

Freelance

I built a CNN for the registration and segmentation of radiological test object images. Due to the unavailability of labelled examples, the network was trained on synthetic datasets generated according to the physics of the acquisition process.

May 2019 - Dec 2019
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4 education records

Lorenzo Contento education

Doctor Of Philosophy - Phd, Applied Mathematics

Thesis Title: Two-dimensional dynamics arising in a three-species competition-diffusion system Supervisors: Masayasu Mimura, Danielle.

Master'S Degree, Mathematics, 110/110 Cum Laude

Thesis Title: An algorithm for the Legendre transform and applications to phase separation in electrolytes Supervisors: Alexandre Ern.

Bachelor'S Degree, Mathematics, 110/110 Cum Laude

Thesis Title: Simulation by Markov Chains: the Metropolis-Hastings algorithm Supervisor: Paolo Vidoni

FAQ

Frequently asked questions about Lorenzo Contento

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What company does Lorenzo Contento work for?

Lorenzo Contento works for Pumas-AI, Inc..

What is Lorenzo Contento's role at Pumas-AI, Inc.?

Lorenzo Contento is listed as Product Engineer at Pumas-AI at Pumas-AI, Inc..

What is Lorenzo Contento's email address?

AeroLeads has found 1 work email signal at @pumas.ai for Lorenzo Contento at Pumas-AI, Inc..

Where is Lorenzo Contento based?

Lorenzo Contento is based in Italy while working with Pumas-AI, Inc..

What companies has Lorenzo Contento worked for?

Lorenzo Contento has worked for Pumas-Ai, Inc., The University Of Bonn, Meiji University, Freelance, and Musashino University.

Who are Lorenzo Contento's colleagues at Pumas-AI, Inc.?

Lorenzo Contento's colleagues at Pumas-AI, Inc. include Vrinda Satyavolu, Lotfi Maizia, Ikhlas Bouchra Guermi, Michael Hatherly, and Nikita Ramwani.

How can I contact Lorenzo Contento?

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What schools did Lorenzo Contento attend?

Lorenzo Contento holds Doctor Of Philosophy - Phd, Applied Mathematics from Meiji University.

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