Practical Experience in Image Classification and Quality Review
I have hands-on experience with data labeling–style tasks through my daily work managing my own online business, Nattéa, a print-on-demand brand hosted on Shopify. As part of this work, I regularly review, classify, and validate image and text outputs based on predefined criteria, ensuring consistency, accuracy, and alignment with specific guidelines. My experience includes reviewing images for visual attributes, verifying AI-generated descriptions and classifications, and adjusting prompts and evaluation rules to improve output quality. This ongoing, practical work requires careful attention to detail, objective judgment, and consistency—skills that directly translate to data labeling, annotation, and image review projects.