Caroline Kawira

I support AI and machine learning projects with data annotation, AI response evaluation, transcription, and researched content. I review AI outputs for factual accuracy, grammar, coherence, relevance, and overall quality, while following detailed project guidelines.

In remote freelance work since 2022, I’ve annotated text datasets for NLP and machine learning by categorizing, labeling, and reviewing data. I also run quality checks to make sure the dataset work matches the rules for each task.

Since 2023, I’ve evaluated multiple AI responses, compared the outputs, and documented which ones perform best. I conduct online research to verify factual claims and keep my decisions consistent across jobs.

Alongside training and annotation, I write and edit documents for clarity and accuracy, using tools like Microsoft Office and Google Workspace to stay organized and reliable in independent, remote work.