Victor U.

Key Skills

Software

Other

Clickworker

CloudFactory

Google Cloud Vertex AI

Micro1

Mercor

Mighty AI

Remotasks

Top Subject Matter

AI ethics

political theory

international relations education

Top Data Types

Text

Document

Audio

Top Task Types

Prompt + Response Writing (SFT)

Text Generation

Text Summarization

Freelancer Overview

AI Content Specialist & Academic Writer (Freelance / Digital Publisher). Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Science, N/A. AI-training focus includes data types such as Text and labeling workflows including Prompt + Response Writing (SFT), Evaluation, and Rating.

Labeling Experience

Digital Publisher & Web Developer (Independent Contractor)

OtherText

Independent digital publishing and web development work included data-driven content structuring, metadata configuration, and structured indexing to support search intent and content discovery. While primarily publishing-focused, the responsibilities included aligning and evaluating structured content assets for consistency and performance across web repositories. It supported AI-training-adjacent dataset preparation through rigorous organization of structured text content and SEO-aligned metadata.• Managed end-to-end digital publishing pipelines with precise metadata configuration, categorization, and structured indexing.• Maintained technical repositories and built a portfolio to showcase layout structures and technical foundations.• Deployed data-driven SEO strategies (title optimization, tagging architecture, keyphrase integration) to align content with user search intent.• Ensured consistency and structured indexing across multiple web repositories for downstream retrieval and reuse.

2024 - Present

AI Content Specialist & Academic Writer (Freelance / Digital Publisher)

OtherTextPrompt + Response Writing (SFT)

Freelance AI content and academic writing work focused on creating high-accuracy educational materials and practice assessment banks aligned to strict rubrics. The role included drafting and refining structured analytical prose from dense political theory frameworks and documenting prompt structures and response quality metrics. It also involved evaluating human-AI accountability and ethical implications when AI outputs errors.• Developed deeply researched educational modules and assessment banks requiring factual accuracy and rubric compliance.• Converted complex political theories into clear, logically structured text for learning and evaluation.• Audited and proofread high-volume digital text to improve structural clarity and logical flow.• Conducted and documented prompt engineering experiments, including response-quality scoring and edge-case behavior analysis.

2024 - Present

Education

Work History