Student Research Assistant — OAU (research source evaluation & report quality)
Evaluated information sources for relevance, credibility, and clarity as part of academic research work that parallels content quality assurance for AI training datasets. Translated qualitative and quantitative field research into structured reports that require consistency and technical correctness. Used research material appraisal skills that support rating and filtering of training inputs. • Designed and administered surveys; coded qualitative/quantitative data • Evaluated research sources for relevance, credibility, and clarity • Produced detailed research reports and co-authored reviewed academic content • Ensured technical rigor and accuracy in written outputs