Projects
Funded research
TRIAD
“Balancing Foundational and AI Competences for Inclusive, Well-being-Oriented Education”. I lead WP7 (Data Enrichment, Integration and Exploratory Dashboard): consolidating pilot data and enriching it with external datasets, building an interactive web dashboard, and publishing APIs and metadata following FAIR and Frictionless Data principles.
AIS4UM — AI-Safety 4 Smart Urban Mobility
I am responsible for data management, integration and analysis and coordinate technical work across partners: a catalogue of data sources for the use cases, harmonized geographic data such as the Milan road graph, and a data strategy based on static and open sources.
Equal-Life
European project on how the early-life exposome shapes children’s mental health and development, coordinated by RIVM. I led WP9 (Tools, Training and Implementation) and the development of the Equal-Life Toolkit, which lets others reuse and replicate the project’s exposome data integration and exploration approaches.
Enterprise Generative AI
Self-hosted RAG platform for aerospace
From prototype to industrialization of a GPU-accelerated retrieval-augmented generation platform for an aerospace company, running open models on private GPU infrastructure.
AI assistants for aerospace qualification
Tools that support engineers in finding qualification evidence, analysing test reports and working with technical specifications.
Knowledge Graphs & Data Platforms
Data platform assessment for semiconductor manufacturing
Assessment of an existing data platform and design of the TO-BE architecture for a semiconductor company.
LLMs + Knowledge Graphs for test data
Extraction and validation of textual test data by combining large language models and Knowledge Graphs.
Edge & Industrial AI
Predictive maintenance with streaming ML
Machine learning models that learn incrementally on edge devices and adapt automatically to non-stationary data, for machinery predictive maintenance.
Defect analytics and visual inspection
Defect analytics and PCB visual inspection for aerospace quality processes.