Grace Ogbenyealu Orjichukwu
I’m a Sociology graduate from the University of Port Harcourt with three years of experience as a classroom instructor, where I evaluated student written work using strict rubrics, tracked recurring error patterns, and…
About
I’m a Sociology graduate from the University of Port Harcourt with three years of experience as a classroom instructor, where I evaluated student written work using strict rubrics, tracked recurring error patterns, and delivered structured, criteria-aligned feedback. That same discipline translates into reliable AI training and data annotation, where consistent rules and clear documentation are essential for high-quality outputs.
I’ve also trained in RLHF, prompt engineering, and model response evaluation, alongside a research background in qualitative data coding and categorization. I’m comfortable working through ambiguous cases by applying consistent standards, fact-checking when needed, and documenting edge cases so quality stays stable across datasets and annotation tasks.
- 2 years' experience
- Joined September 2026
Industry experience
- Education
- Professional Services
- Non-Profit Organization
Work experience
Evaluated student essays and assignments against fixed grading rubrics, providing granular, criteria-aligned feedback. Identified recurring error patterns across student work and adjusted instruction to address root causes rather than correcting each instance in isolation. Broke down complex topics into clear, logically ordered steps to reduce ambiguity for learners. Managed classroom dynamics using structured, consistent standards applied across all students.
Delivered instruction tailored to varied comprehension levels while maintaining consistent evaluation standards. Built structured documentation for learning metrics and behavioral observations, improving consistency in tracking student progress over time. Refined written and verbal communication to convey concepts with precision and minimal ambiguity.
Education
Certifications and awards
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