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Antony Mungai

Content Reviewer & AI Model Evaluator (Contract/Remote)

AUSTRALIA flag
Perth, Australia
$30.00/hrExpert

Key Skills

Software

No software listed

Top Subject Matter

AI Model Evaluation
Content Quality
LLM Output Assessment

Top Data Types

TextText
DocumentDocument
VideoVideo

Top Task Types

Bounding Box
Classification
Point Key Point
Object Detection
Text Summarization
Evaluation Rating
Prompt Response Writing SFT

Freelancer Overview

Content Reviewer & AI Model Evaluator (Contract/Remote). Brings 8+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal and Proprietary Tooling. Education includes Master of Education, Edith Cowan University (2017) and Bachelor of Arts (Honours), University of Western Australia (2014). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

ExpertSwahiliEnglish

Labeling Experience

Content Reviewer & AI Model Evaluator (Contract/Remote)

Text
Reviewed and rated AI-generated text responses for clarity, factuality, and adherence to instructions. Annotated and labeled structured text datasets to support supervised fine-tuning and calibration of large language models. Designed, iterated, and tested prompts to evaluate reasoning depth and edge case performance. • Evaluated outputs from ChatGPT, Claude, Gemini, and Midjourney. • Identified hallucinations, bias, ambiguity, and structural inconsistencies in AI outputs. • Delivered standardized Markdown-formatted evaluation reports to align review criteria. • Worked remotely as a contractor, maintaining consistent and accurate annotation practices.

Reviewed and rated AI-generated text responses for clarity, factuality, and adherence to instructions. Annotated and labeled structured text datasets to support supervised fine-tuning and calibration of large language models. Designed, iterated, and tested prompts to evaluate reasoning depth and edge case performance. • Evaluated outputs from ChatGPT, Claude, Gemini, and Midjourney. • Identified hallucinations, bias, ambiguity, and structural inconsistencies in AI outputs. • Delivered standardized Markdown-formatted evaluation reports to align review criteria. • Worked remotely as a contractor, maintaining consistent and accurate annotation practices.

2021 - Present

Education

E

Edith Cowan University

Master of Education, Education

Master of Education
2015 - 2017
U

University of Western Australia

Bachelor of Arts (Honours), Arts

Bachelor of Arts (Honours)
2011 - 2014

Work History

C

Curtin University

Lecturer – Academic Skills & Communication

Perth
2018 - 2021
M

Murdoch University

Lecturer – Academic Skills & Communication

Perth
2016 - 2018