• Engineered an AI-assisted workspace architecture that dynamically transforms raw technical data inputs into highly structured professional narratives. • Built repeatable, validation-friendly prompt-output pipelines and strict text generation states to guarantee consistent output styling. • Implemented isolated content state stores for structured data mapping without relying on heavy external runtime dependencies.