Principal Creative — GenAI Studio / Content Studio, Canva
Image
Led design QA and developed guidelines for evaluating the quality of AI-generated visual content. Established pattern libraries and rulebooks to ensure generative AI systems produced on-brand, visually consistent documents. Translated design standards into technical criteria for ML features and cross-functional teams.
• Developed assessment criteria to judge AI image/layout quality
• Designed and applied guidelines for consistent output across generative models
• Worked within globally distributed teams to communicate AI labeling requirements
• Created frameworks for evaluators to rate and review large-scale AI results
Led design QA and developed guidelines for evaluating the quality of AI-generated visual content. Established pattern libraries and rulebooks to ensure generative AI systems produced on-brand, visually consistent documents. Translated design standards into technical criteria for ML features and cross-functional teams. • Developed assessment criteria to judge AI image/layout quality • Designed and applied guidelines for consistent output across generative models • Worked within globally distributed teams to communicate AI labeling requirements • Created frameworks for evaluators to rate and review large-scale AI results
2015 - 2026