National University of Singapore
Bachelor of Business Administration, Business Administration
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With over 7 years in product marketing and consumer insights at global brands, I specialize in analyzing trends, structuring data and building frameworks that drive measurable results. I've delivered triple-digit e-commerce growth and scalable APAC playbooks by applying data-driven decision-making and ROI analysis. These skills translate directly to AI training data, where my ability to curate, evaluate and contextualize information ensures accuracy, relevance and real-world alignment.
Crystal L. hasn’t added any AI Training or Data Labeling experience to their OpenTrain profile yet.
Bachelor of Business Administration, Business Administration
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