Mariam Halfhide is a Data Strategy expert dedicated to advancing responsible and ethical AI. She believes technology and ethics shape each other. AI doesn’t just fit into our moral frameworks, it challenges and evolves them. Mariam promotes a holistic approach to AI adoption, integrating ethics, regulation, education, and governance beyond data and algorithms. With a background in econometrics and data strategy, she helps organizations build sustainable, data-driven maturity, empowering them to use AI responsibly while addressing the societal fragilities technology can reveal.