- Contributed to task design and expert-assessment alignment for requirements and product-documentation assistants; translated business needs into observable tasks and distinguished objective constraints, expert judgment and user preferences
- Evaluated citation authenticity, completeness, assessment consistency and real-world feedback, developing a layered evaluation approach
Business needsRequirements · Product documentation
Task designTranslate into observable tasks
Expert alignmentAlign tasks and assessment criteria
Layered assessmentIncorporate real-world feedback
Objective constraints
Expert judgment
User preferences
Citation authenticity · Completeness · Assessment consistency