Research application
FAIRS Roulette Player
Research application for roulette training and inference experiments. It includes a DQN agent, a PyTorch training pipeline, a FastAPI backend, a React frontend, and a Tauri desktop shell.
Open-source machine learning
Applied machine learning for clinical and scientific workflows.
I build open-source tools across clinical AI, reinforcement learning, scientific computing, and LLM tooling.
01
Selected work
Three projects that show the main areas of my work.
Clinical workflow
XREPORT Radiological Reports
Client-server application for generating draft radiological reports from X-ray images. It supports dataset preparation, model training, validation, and report generation.
Scientific computing
ADSMOD Adsorption Modeling
Application for collecting, managing, and modeling adsorption data. It fits theoretical models to empirical isotherms and works with NIST and ARPA-E datasets.
02
Current focus
What I am building, learning, and looking for.
Building
Open-source ML tools for clinical research, medical imaging, reinforcement learning, computational chemistry, and LLM workflows.
Learning
Front-end development and productionizing ML with Rust.
Looking for
Collaborations involving biotechnology, healthcare, and machine learning.
Ask me about
Reinforcement learning, medical AI, or moving from biotechnology research into machine learning.
03
Background
A concise view of the path behind the projects.
Now
Senior Data Scientist & ML Engineer at Inmatica S.p.A.
Applied AI tools for clinical and scientific workflows.
Research
PhD in Engineering Sciences at the Vrije Universiteit Brussel
Worked on CheckPack, developing micro-sensors to detect food spoilage and monitor quality in real time.
Foundation
Bachelor's and master's studies in Biotechnology at the University of Genoa
Training in biotechnology, data analysis, and experimental research.
04
Toolchain
Technologies used across the projects above.
Languages
Python
Java
JavaScript
SQL
Bash
ML / DL
PyTorch
TensorFlow
Transformers
Hugging Face
LangChain
Infrastructure
Docker
Kubernetes
Linux
REST APIs
PostgreSQL
Scientific
RDKit
NumPy / SciPy
Pandas
NIST databases
ARPA-E
Workflow
Git
GitHub Actions
Jupyter
VS Code
CI/CD
Education
Biotechnology
Engineering Sciences
Experimental research
Data analysis
Open source