Hi, I'm Matteo.
I build machine learning systems for scientific and engineering problems.
Currently at the Swiss Data Science Center, working on generative design, scientific ML, and multilingual NLP—from research prototypes to reliable open-source software.
Engineering design
AIXD
Building open-source tools for engineering design automation, from CFD surrogate models to generative inverse design.
02Foundation models · Edge AI
TinyMyo
A 3.6M-parameter foundation model for flexible EMG processing and ultra-low-power deployment.
03Multilingual NLP
DemocraSci
Developing transformer-based models for multilingual stance detection with low-resource transfer learning.
AI Wizards at EXIST
Hierarchical soft-label learning for multimodal sexism identification in memes—1st on Task 2.3.
AIWizards at MULTIPRIDE
A hierarchical approach to slur reclamation detection for multilingual and socially contextual language.
Subjectivity detection
Transformer embeddings enhanced with sentiment signals for the CLEF CheckThat! Lab.
Research curiosity.
Engineering discipline.
My background spans distributed training on HPC systems, foundation models, LLM post-training, multimodal research, and efficient inference on embedded hardware.
I enjoy turning promising ideas into experiments that are reproducible, tools that are useful, and systems that can leave the notebook.