Contra - A professional network for the jobs and skills of the futureThis portfolio sample shows how I evaluate AI-generated outputs across multiple formats, includin...
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This portfolio sample shows how I evaluate AI-generated outputs across multiple formats, including text, images, audio, and video. I compare outputs using structured criteria such as instruction following, visual quality, motion and temporal consistency, audio quality, realism, and overall preference, then document the specific reasons one output performs better than another.
The focus is on evidence-based evaluation rather than general impressions, with clear identification of artifacts, inconsistencies, and quality failures. This is a portfolio demonstration of my multimodal AI evaluation work. No confidential client information is included.
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Creatives on Contra have earned over $150M and we are just getting started