EdTech Product Testing & Curriculum QA Lead at Al-Halal Crypto Academy
Performed data annotation and quality validation for AI-driven personalized learning recommendation systems as part of end-to-end digital learning module QA. Turned structured participant feedback into actionable product improvement insights and used assessment frameworks to validate real learning effectiveness. Collaborated in evaluation cycles for curriculum content quality, accuracy, and learner experience. • Annotated and validated recommendation inputs/outputs quality checks • Designed measurement frameworks for learner satisfaction and effectiveness • Ran feedback cycles with large participant cohorts to inform labeling-driven improvements • Conducted benchmarking and gap analysis across EdTech platforms to guide evaluation standards