Hi, I’m Christina.
I'm a Creative Director and AI strategy leader based in NYC, specializing in the intersection of high-craft creative work and machine learning systems. I develop strategic creative briefs, direct visual strategy, and translate creative judgment into the training datasets and quality benchmarks that power generative AI — bridging creative teams, product organizations, and engineering teams with a systems-minded, collaborative approach.
I've also shaped content policy and governance frameworks — defining the standards that determine what content is safe, compliant, and appropriate for the platforms and users they serve. That work has taken me deep into cross-functional collaboration with Trust & Safety, Legal, and Compliance teams, where creative judgment and policy thinking must work together.
My work spans creative and content leadership at Adobe, Google, National Geographic, Disney, Yahoo, Getty Images, and Corbis. At Adobe, I led a 12-person global team of visual and creative content experts, directing photo and video creative development across Adobe Stock's diverse portfolio while leading creative direction for Firefly's AI training datasets — partnering with Product, researchers, and computer scientists to define image, motion, audio, and metadata quality standards for the Adobe Stock collection used to train the model. At Google, I led visual content strategy for Google Maps' global contributor community across social and content marketing, while partnering with ML teams to establish visual evaluation criteria for Maps' image ranking systems.
Most recently, at L'Oréal Professional Products Division, I developed AI adoption frameworks and trained marketing and creative professionals across platforms, including Adobe Firefly. I built practical governance guidelines grounded in use-case specificity, workflow design, and compliance.
Whether writing strategic creative briefs for brand campaigns, defining "golden sets" for AI model training, or leading cross-functional teams to shape content systems at scale, I bring deep creative craft and strategic systems thinking to everything I do.
Outside of work, I'm a dog mom, music nerd, taco enthusiast, and cinephile. And yes — I still shoot film.
Find me on Instagram.
Specialties:
AI Product & Dataset Strategy Shaping training datasets, golden sets, and quality evaluation criteria for generative AI — translating creative judgment into engineering-ready benchmarks that improve model performance, reduce bias, and ensure brand safety.
Content Policy & Quality Standards Defining ethical content frameworks, visual benchmarks, and moderation guidelines for creative tools and GenAI systems to ensure brand integrity and safety.
Creative Direction & Visual Strategy Leading photography, video, and design direction for global brand campaigns, product storytelling, and high-impact digital content.
Content Systems & Curation Overseeing asset curation, quality evaluation, and scalable guidance for both traditional visual media and AI-generated content.
Cross-Functional Leadership Partnering with Product, Engineering, Research, Legal, and Trust & Safety teams to build aligned, scalable solutions that bridge technical innovation and creative craft.
Creative Brief Development & Strategic Storytelling Developing strategic creative briefs and frameworks that translate complex challenges into clear, inspiring direction for teams, agencies, and creator communities — from brand campaigns to AI training datasets.