AI Research Consultant – mathematics research proposal prompt design and output evaluation (2025 to Present).
Designed domain-specific prompts and evaluated model outputs to improve correctness and conceptual clarity for a specialised academic research proposal. Reviewed AI-generated mathematical explanations and assessed them against honours-level expectations for accuracy and understanding. Used iterative prompt refinement to raise quality of AI responses in a mathematics research context. • Assessed correctness and conceptual clarity of AI-generated mathematical explanations. • Authored and refined domain-specific prompts for improved model responses. • Evaluated output quality within a specialised academic setting. • Integrated improved prompts into research proposal drafting workflow.