His expertise spans information architecture, data management, AI model evaluation, and ethical AI literacy, alongside hands-on experience with geographic data quality, mapping, and digital preservation. He also brings a long track record in education counselling and international collaboration, helping diverse stakeholders understand complex systems in health, education, and sustainability.BrunswickAuthor
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