Lorenzo Posti
AI Lead Engineer at Sim&Cure
Montpellier, Occitania, France
Summary
👤
Senior🎓
Top SchoolLorenzo Posti is an AI Lead Engineer with a Ph.D. in Astrophysics and over a decade translating advanced scientific methods into production-grade AI for healthcare, currently owning the end-to-end product for cerebral aneurysm detection and characterization. He combines deep expertise in probabilistic modelling, Bayesian statistics and deep learning (CNNs, GNNs, generative models) with hands-on experience in deployment, regulatory validation (ISO/FDA), and real-time clinical inference. His background in large-scale astronomical data analysis and novel probabilistic techniques underpins a rigorous approach to uncertainty quantification and explainable AI that improved hospital adoption and model robustness. A proven mentor and team lead, he drives AI strategy, integrates clinical feedback, and introduced agent-based workflows to accelerate development. Based in Montpellier, he brings a rare blend of academic rigor (41 papers, h-index 24) and product-focused engineering that bridges research, compliance, and clinical impact.
11 years of coding experience
11 years of employment as a software developer
Ph.D., Astronomy and Astrophysics, Ph.D., Astronomy and Astrophysics at Alma Mater Studiorum – Università di Bologna
Italian, English, French
Github Skills (14)
journal7
open-access7
graph6
pytorch6
academia6
deep-learning6
graph-convolutional-networks6
graph-neural-network5
geometric-deep-learning4
neural-network4
wandb4
keras3
machine-learning3
tensorflow2
Programming languages (3)
Github contributions (5)
lposti/MLPages
Mar 2022 - Jan 2023
Contributions:1 release, 1 PR, 103 pushes in 10 months
lposti/pyfJmod
Mar 2015 - Sep 2015
Contributions:1 release, 150 pushes, 1 branch in 6 months
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