I help organizations turn heterogeneous data into reliable knowledge and AI applications. My background is in semantic technologies and stream processing; today I work on Knowledge Graphs, enterprise generative AI, and machine learning at the edge. I lead Quantia Consulting, where we build data platforms and AI solutions and design data and AI training programs, and I co-founded Motus ml, a Politecnico di Milano spin-off bringing streaming machine learning to industrial devices. I also lead data-integration work in European and regional research projects.
What I work on
Knowledge Graphs & Semantic Data Integration
Making heterogeneous data connected, queryable and FAIR — from research-project toolkits to enterprise data platforms.
Enterprise Generative AI
RAG systems and AI assistants running on private infrastructure, built for regulated industrial domains.
Edge & Industrial AI
Streaming machine learning that learns one data point at a time on constrained devices, for predictive maintenance and quality.
Data & AI Training
Data and AI programs for companies and professionals, from data foundations to AI project management.
Now
Last updated: October 2026
- Leading data enrichment, integration and dashboard work (WP7) in the Horizon Europe project TRIAD.
- Coordinating data work in AIS4UM, AI safety for smart urban mobility (Regione Lombardia).
- Bringing generative and edge AI into aerospace quality and qualification processes with Motus ml.
- Delivering a new season of corporate data & AI programs.