Founder & Tutor Manager — TutorrIQ (education content evaluation for AI-style training data)
Founder & Tutor Manager created structured secondary-level tutoring materials and evaluated educational content for correctness and instructional quality. This process resembles labeling/annotation of education text for accuracy and adherence to pedagogical criteria. The work emphasized domain knowledge in STEM topics relevant to education AI training and dataset quality. • Designed lesson content with structured, criteria-based organization • Evaluated educational materials for accuracy and pedagogical quality • Managed an education domain offering (Mathematics, Chemistry, GCSE prep) • Applied STEM domain expertise to inform content-quality judgments