Hi, I’m Giulio 👋

I recently completed my Master’s degree in Applied Mathematics at the University of Strasbourg. I’m passionate about Mathematics, Software Engineering and Machine Learning.

Background

I am originally from Florence, Italy and I moved to France after high school to study maths. Over the past six years, I’ve lived, studied, and worked abroad.

Experience

Siemens Digital Industries Software (Internship)

I developed a reactive trajectory-planning module for industrial robotic arms inside Siemens top PLM software Process Simulate. Designed and implemented a three-layer architecture (C# WPF UI → C++/CLI interop → native C++) that processed RGB-D data (point clouds) from depth cameras in real-time, converted it to world-frame coordinate, removed robot self-geometry, and fed filtered data into collision detection and path-replanning system.

Learn more here.

Cemosis – CNRS spin-off (Internship)

I built a C++ application to optimize 3D terrain mesh generation for finite element simulations in urban energy modeling. The pipeline sourced elevation data for any given area using Mapbox Terrain-RGB API, processed it and used CGAL (Computational Geometry Algorithms Library) to create a Delaunay mesh constrained to contour lines.

Learn more here.

Expertise

• Software engineering, machine learning, data science.
• Scientific computing, numerical methods for PDEs (FME, FVM), optimization, HPC.

Technical Skills

Programming Languages & Frameworks
C/C++, C#, C++/CLI, Python, R, SQL/NoSQL, Bash.

Key Libraries & Tools
TensorFlow, PyTorch, scikit-learn, NumPy, SciPy, Pandas, Matplotlib, Plotly, CGAL, .NET (WPF), OpenCL, MPI.

Machine Learning & AI
Regression, Classification, Clustering, Neural Networks (ANN, RNN, CNN), Deep Learning, Generative Models, Scientific Machine Learning, Uncertainty Quantification.

Modeling, Simulation & Optimization
Numerical Methods for PDEs, Finite Element/Volume Methods, Mesh Generation, Point Cloud Processing, Optimization Techniques, High-Performance Computing.

Tools & Practices
Git/GitHub, Docker, CI/CD, Visual Studio 2022, Agile/Scrum methodology.

Hobbies

On my free time I run, I swim and I play chess.