CEO (AI Governance Strategist) · Breakthrough for Research and Development
AI Governance Strategist, CEO of Breakthrough for Research and Development, and Co-founder of TailoredXTech. With twenty-five years of leadership spanning the public sector, private industry, and civil society, she works at the critical intersection of governance, business, technology, and sustainable development. After recognizing a global "translation failure" in AI compliance, she taught herself the technical foundations of model internals to audit systems from the inside out. Today, she pioneers across the Middle East and Global South through the Governance Translation and Operationalization Framework (GTOF), transforming abstract AI policies into rigorous, machine-level technical verification.
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