In my freelance AI Data Operations & Content QA work, I labeled and structured datasets for AI training and internal documentation. I also evaluated text and image outputs against project guidelines.
I reviewed AI-generated responses for accuracy, reasoning gaps, tone, and meaning drift, and corrected linguistic issues in German and English. My work included checking cultural nuance and consistency across multilingual content.
As a freelance Content Reviewer & Data Annotator, I reviewed and categorized digital content, checked metadata, and applied annotation guidelines. I also reviewed short-form audio and monitored digital content streams, documenting findings according to project criteria.

