Deborah is a PhD Candidate at Universität des Saarlandes (Germany), researching fair machine learning to reduce bias against marginalized groups. Prior to her PhD, she was a Lecturer in Data Science & AI at the Academic City University College, Accra, Ghana. She is also the co‑founder of Women Promoting Science to the Younger Generation (WPSYG), an organisation supporting more girls into STEM and AI.
In this episode, Deborah unpacks how generative AI can deepen gender-based harm, especially for African women. She discusses how machine learning models are shaped by historical human bias, which is then transferred to machine learning models, leading to continued discrimination.
According to her, investing in research that focuses on auditing the systems should not be an afterthought of big tech companies but something they should embed into the system from the start.
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