I will evaluate and rate your ai model outputs, images, and speech

Need reliable human feedback to improve your AI? I provide careful, consistent labeling and evaluation for AI teams and researchers.

What I can do:

- Compare two AI models side by side, including speech-to-speech

- Rate and rank AI-generated images

- Check audio quality and label audio clips

- Annotate images for visual grounding

- Spot errors, artifacts, and instruction-following problems

Why work with me:

- Hands-on experience across several AI labeling platforms

- Clear, specific written reasons for every rating, not vague comments

- I follow your guidelines and rubric exactly

- Your data stays private

How it works:

Send me your guidelines and data. I complete the task and deliver results in your preferred format (spreadsheet, CSV, or platform export).

Have a custom project or a large batch? Message me before ordering, and I will send you a quote.