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Stefania, with a background in foreign languages and advanced degrees in CS, programming, and NLP, has been a pioneer in integrating AI solutions across diverse industries. Notably, she initiated Data Governance frameworks and embedded AI ethics principles in numerous projects and enterprises, often guided by UNESCO's RAI and EIA. As the first to introduce AI at her Italian university, she continues to champion responsible AI as an AI Expert for UNESCO's W4EAI and AEIB and Executive Director of Women Techmakers Montr¨¦al. In 2025, she renewed her impact by launching the Canadian chapter of UNESCO W4EAI in Montreal.