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Paul Wrangles

Paul Wrangles

Detail-Orientated, Creatively-Minded Data Annotator. Education background.

United Kingdom flagSwansea, United Kingdom
$25.00/hrIntermediateData Annotation TechLabelboxMindrift

Key Skills

Software

Data Annotation TechData Annotation Tech
LabelboxLabelbox
MindriftMindrift
OneFormaOneForma
TolokaToloka
Other
Internal/Proprietary Tooling

Top Subject Matter

No subject matter listed

Top Data Types

AudioAudio
ImageImage
TextText

Top Task Types

Evaluation Rating
Prompt Response Writing SFT
Red Teaming
RLHF
Text Summarization

Freelancer Overview

With a background in Education, I have strong editing skills and a keen eye for detail. I have 2 years experience of AI Training. I have labeled and categorized data in order to improve machine algorithms (including transcription, summarisation, and classification). I have enhanced LLMs using prompt engineering, RLHF, red teaming and adversarial model training. Wrote and edited prompts and rubrics, as well as modeled responses. Completed AI training modules (for example, AI Data Trainer - AI Essentials).

IntermediateEnglish

Labeling Experience

Video Annotation

Internal Proprietary ToolingVideoQuestion AnsweringText Summarization
Video annotation tasks - including summarizing what was happening in the video, evaluating up to four clips based on the same prompt according to set criteria, and answering questions about clips.

Video annotation tasks - including summarizing what was happening in the video, evaluating up to four clips based on the same prompt according to set criteria, and answering questions about clips.

2025 - 2025
Data Annotation Tech

Data Annotation - Prompt and Response

Data Annotation TechTextText GenerationFine Tuning
Wide-ranging in scope.

Wide-ranging in scope.

2023 - 2024

Education

U

University of Wales, Aberystwyth

Post-Graduate Certificate of Education, Education

Post-Graduate Certificate of Education
1998 - 1999
U

University of Wales, Aberystwyth

BSc Econ, Economics

BSc Econ
1995 - 1998

Work History

S

Sparky Teaching

Educational Consultant and Content Creator

Swansea
2008 - Present