Research & Innovation
My research focuses on trustworthy Artificial Intelligence, maritime autonomy, foundation models, engineering intelligence, and digital transformation for safety-critical industries. The work spans peer-reviewed journals, international standards, industry thought leadership, and applied engineering innovation.
Self-supervised representation learning for maritime intelligence.
Retrieval-Augmented Generation and engineering knowledge systems.
Multi-agent reasoning architectures for intelligent automation.
AI-assisted engineering decision support.
Contributor to IMO Resolution A.1204(34) Code on Alerts and Indicators.
Project Manager Safety Panel Project Team.
Committee V.7 Structural Assessment During Operations.
Participant WiSP3 Research Project.