Upwork home
Sign up
Project Catalog
DesignDesign
Video & AudioVideo & Audio
Development & ITDevelopment & IT
MarketingMarketing
Writing & TranslationWriting & Translation
MoreMore

You will get Human-Led AI Output Evaluation and Feedback

Xuan D.Status: Offline
Xuan D.
Preview image

Let a pro handle the details

Buy Other AI & Machine Learning services from Xuan, priced and ready to go.
Xuan D.Status: Offline
Xuan D.
Preview image

Let a pro handle the details

Buy Other AI & Machine Learning services from Xuan, priced and ready to go.

Project details

You will get structured, human-led evaluation of AI-generated content across text, image, audio, and video formats. I provide up to 2 hours of expert analysis per order, including accuracy checks, clarity assessment, and prompt alignment analysis. My feedback is tailored to your goals and available in written or scorecard format. I help teams improve model output quality through actionable human insights.
AI Development Type
Knowledge Representation, Model Tuning

What's included $20

These options are included with the project scope.

$20
  • Delivery Time 2 days
Optional add-ons You can add these on the next page.
Fast 1 Day Delivery
+$10
Additional Revision
+$5

Frequently asked questions

Xuan D.Status: Offline

About Xuan

Xuan D.Status: Offline
AI Evaluator & Digital Strategy Consultant
Silverton, South Africa - 6:38 pm local time
I’m a detail-orientated professional fluent in both Afrikaans and English, with hands-on experience in evaluating AI content, moderating user-generated material, and completing transcription and annotation tasks. I’m comfortable working with complex platform guidelines and know how to turn them into clear, structured feedback that helps drive high-quality results.

I’ve worked across text, audio, image, and video formats, sharpening AI model outputs to ensure they’re accurate, relevant, and aligned with task requirements. I also enjoy using AI tools to boost workflows, support content creation, and help businesses build smarter digital marketing strategies.

People often describe me as proactive and solution-focused. I thrive in fast-paced environments where quality matters, and I bring strong collaboration skills to cross-functional teams. On top of that, I’ve built up solid experience in quality assurance, campaign management, stakeholder communication, and making operational processes run smoother.

Key Skills
• AI Content Evaluation & Prompt Alignment
• Content Moderation & Trust & Safety Enforcement
• Transcription, Annotation & Linguistic QA (Afrikaans & English)
• WordPress & cPanel Website Management
• Project Coordination & Client Support
• CRM, Reporting Tools & Process Automation

Steps for completing your project

After purchasing the project, send requirements so Xuan can start the project.

Delivery time starts when Xuan receives requirements from you.

Xuan works on your project following the steps below.

Revisions may occur after the delivery date.

Client purchases the project and submits requirements

Includes type of content, original prompts, and preferred evaluation focus (accuracy, bias, clarity, etc.).

Initial review of provided content and instructions

I verify context, content format, and evaluation goals to ensure alignment with your expectations.

Review the work, release payment, and leave feedback to Xuan.