Academic proofreading and research text quality assurance (PhD research drafts)
From 2017 to present, the candidate engaged in proofreading extensive academic research drafts, ensuring clarity, coherence, and technical accuracy of written material. This work supports downstream quality assurance for text-based datasets used in research and potential AI training pipelines. The candidate’s focus on accountability and governance topics indicates domain-aware handling of scholarly text. • Proofread and reviewed long-form PhD-level research documents for grammar, structure, and consistency. • Improved readability and maintained fidelity to original academic meaning. • Applied critical evaluation to ensure arguments and descriptions were technically sound. • Produced clean, publication-ready text artifacts that could serve as labeled/verified document content.