I'm a Computer Scientist with experience in scientific computing, software development, machine learning and mathematical modelling.
Throughout my academic and professional career, I have learned to translate solid theoretical foundations into production-ready software. My expertise centers on developing predictive data-driven models and implementing end-to-end computational pipelines that involve data collection and quantitative analysis, model training on actual HPC infrastructure, testing and deployment in production environments, including resource-limited hardware (edge AI) or the usage of containerization technologies.
At the moment, I'm involved in a research and development project at Glance Vision Technologies (AREA Science Park) with the aim of developing deep learning-based computer vision models for 3D scene reconstruction from visual data, in order to automate real-world industrial and robotic applications.
I'm always curious to learn new things and take part in challenging projects that address practical problems involving a mix of mathematics, software engineering, data science and teamwork!
Bachelor's Degree in Physics at the University of Trieste (UniTS)
Research Fellow at AREA Science Park and Glance Vision Technologies
A noteworthy LaTeX template. View repository |
My personal configuration files. View repository |
Railway scheduling optimization using Mixed Integer Linear Programming (MILP). View repository |
Modelling of stochastic Lotka-Volterra dynamics with fear effect and hunting cooperation. View repository |
Bag of Visual Words classifier for image classification and scene recognition in computer vision. View repository |
Model Predictive Control (MPC) for tracking and control of non-linear systems. View repository |
Deployment of a cloud-based storage system using Docker and Kubernetes. View repository |
Deep learning-based brain tumor classification and segmentation on MRI images using CNN, U-Net, and ViT. View repository |
Parallel implementations of quicksort in |
Modelling of MPI collective operations and HPC cluster nodes from point-to-point latencies. View repository |
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Presentation on the apparent Pareto front of PINNs for solving PDEs. View repository |
Presentation of an Improved Q-learning algorithm for the autonomous Path Planning problem. View repository |