How data collection shapes model performance

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Pick a project from your resume and explain how its data was collected and processed. Then discuss how data choices (coverage, label quality, noise, imbalance, distribution shift) affect a model downstream, and how you found and fixed a data problem.

xAIML designLast asked Sep 2026
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