Prompt Engineering Research Study
Designed and conducted a primary research study analyzing how prompt structure affects AI response quality using Google NotebookLM. Compared baseline, role-based, and structured exam-context prompts across eight qualitative coding categories. Produced a coded data table showing structured, role-based prompts yielded significantly more useful exam-prep responses.