Paolo Cumani
AI Engineer at SOFTEAM
Greater Nice Metropolitan Area France
Summary
👤
Senior🎓
Top SchoolPaolo Cumani is an AI engineer with a PhD in Physics and a decade of experience building production-grade NLP and computer vision systems for sensitive, regulated environments. He has designed end-to-end generative AI and RAG platforms—APIs, vector DBs, and chat front- and back-ends—while driving AI strategy, responsible use-case discovery, and cross-functional delivery in the public sector. Paolo’s background in astrophysics and radiation detection research informs a rigorous experimental approach to modeling, simulation, and uncertainty estimation that elevates ML reliability in production. Technically fluent in Python, PyTorch, Hugging Face, FastAPI, Docker and cloud deployments (OVH/AWS), he combines hands-on model development with API engineering and DevOps practices. Comfortable in both research and product contexts, he has a track record of converting complex scientific problems into practical, auditable software solutions.
10 years of coding experience
8 years of employment as a software developer
Doctor of Philosophy - PhD Physics, Doctor of Philosophy - PhD Physics at Università degli Studi di Trieste
Italian, Spanish, English, French
Github Skills (16)
telescope10
low-level9
barcodes8
pipeline8
data-processing8
astronomy8
orbit7
macros6
cpython6
matrix6
python5
earth5
visualize4
visualization3
grand-theft-auto2
Programming languages (1)
Github contributions (5)
pcumani/LEOBackground
Apr 2018 - Mar 2019
Contributions:8 commits, 2 PRs, 12 pushes in 11 months
macroslow-earth-orbitvisualizeearthorbit
pcumani/megalib
May 2017 - Nov 2018
Contributions:23 pushes in 1 year 5 months
gamma-rayraypythonastronomy-libraryastronomy
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