Areas of expertise

From strategy to implementation: AI for critical infrastructure, EEG cognitive-state monitoring, clinical decision support (NeuroMind DX, advancing toward CE marking under the MDR), cognitive defence. ML pipelines (PyTorch, TensorFlow, MLflow).

Design and leadership of digitalisation programmes for large organisations — railways, energy, telecoms, government. ICT organisations of about 300 people.

Microsoft Azure, AWS, Google Cloud. Cloud-native and hybrid architectures for regulated workloads. Hands-on in one of the world's largest enterprise AWS environments (Enel).

Smart Roads, AI structural monitoring, Digital Twin, 5G testbeds. National guidelines for infrastructure digitalisation. NIS2.

Cognitive security, cognitive warfare, space applications. Partners: ACN, Thales Alenia Space Italia, Fondazione ICSA; engagement with NATO cognitive warfare frameworks.

Government advisory, national guidelines and infrastructure programmes folded into the PNRR, AI regulation, EU MDR for SaMD. GDPR, GxP, defence-grade compliance.