Background as a creative director, account lead, or brand strategist at top-tier global creative agencies, or in senior brand marketing roles at leading consumer companies. Design precise, task-specific grading criteria for real-world marketing deliverables such as creative briefs, campaign concepts, and brand positioning frameworks.