Audits and validates labeling annotation data for accuracy, consistency, guideline adherence, and regulatory compliance. Identifies errors and root causes, monitors quality KPIs, leads governance cycles, translates data trends into process improvements, and leads the NC Program. Collaborates with agencies and internal stakeholders across labeling operations.

Analyze Japanese social media, marketing, customer, and business data to identify sentiment, trends, acquisition opportunities, funnel performance, retention, revenue, and brand insights. Build KPI dashboards and conduct cohort, funnel, attribution, segmentation, creative, and text-mining analyses. Translate findings into actionable recommendations for marketing, creative, product, and business teams serving Japanese consumers.