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Key Skills
Software
Top Subject Matter
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Top Data Types
Image
Video
TextTop Task Types
Classification
Segmentation
Bounding Box
Polyline
Point/Key Point
Text Generation
Question Answering
Text Summarization
Fine-tuning
TranscriptionFreelancer Overview
My background is in UX research and product design, where evaluating whether an experience clearly communicates intent and serves the right user need is core to the work. That same thinking applies directly to AI response evaluation assessing clarity, accuracy, relevance, and potential for harm or bias requires the same structured, user-centred judgment I apply to product decisions. I bring 5 years of experience conducting user research, forming hypotheses, and translating qualitative and behavioural data into actionable insights. While this is my first formal role in AI training data, my research process, defining criteria, evaluating against them consistently, and documenting findings clearly, is exactly the discipline quality data labeling demands.