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Backson Wainaina

AI Evaluation Specialist (Content Writer)

Kenya flagNairobi, Kenya
$20.00/hrExpertClickworkerAppenArgilla

Key Skills

Software

ClickworkerClickworker
AppenAppen
ArgillaArgilla

Top Subject Matter

AI/LLM Content Evaluation
Legal Services & Contract Review
Regulatory Compliance & Risk Analysis

Top Data Types

TextText
DocumentDocument
ImageImage

Top Task Types

Classification

Freelancer Overview

AI Evaluation Specialist (Content Writer). Brings 10+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Science, University of California (2015). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

ExpertEnglish

Labeling Experience

AI Evaluation Specialist (Content Writer)

Text
Evaluated and refined AI/LLM-generated content for accuracy, coherence, and creativity. Provided structured feedback and edits to optimize AI performance and align outputs with user intent. Performed prompt writing and testing to enhance large language model quality. • Reviewed AI-assisted content drafts for fluency and clarity • Assessed content for factual accuracy and bias issues • Edited and rated AI responses based on defined guidelines • Collaborated with teams to improve training data quality

Evaluated and refined AI/LLM-generated content for accuracy, coherence, and creativity. Provided structured feedback and edits to optimize AI performance and align outputs with user intent. Performed prompt writing and testing to enhance large language model quality. • Reviewed AI-assisted content drafts for fluency and clarity • Assessed content for factual accuracy and bias issues • Edited and rated AI responses based on defined guidelines • Collaborated with teams to improve training data quality

2022 - Present

AI Content Review (Freelance Writer)

Text
Reviewed and edited AI-supported drafts of written content across multiple industries. Provided structured recommendations to improve accuracy, creativity, and readability of AI-generated text. Assisted in the ongoing refinement of prompts and user intent alignment for improved model training. • Edited AI-generated output for clarity and correctness • Gave feedback to enhance content relevance and style • Contributed to prompt engineering for higher response quality • Supported improvement of AI content training systems

Reviewed and edited AI-supported drafts of written content across multiple industries. Provided structured recommendations to improve accuracy, creativity, and readability of AI-generated text. Assisted in the ongoing refinement of prompts and user intent alignment for improved model training. • Edited AI-generated output for clarity and correctness • Gave feedback to enhance content relevance and style • Contributed to prompt engineering for higher response quality • Supported improvement of AI content training systems

2017 - 2021

Education

U

University of California

Bachelor of Science, Information Technology

Bachelor of Science
2015 - 2015

Work History

T

Textbroker

Content Writer

Nairobi
2022 - Present
S

Self-Employed

Freelance Content Writer

Nairobi
2017 - 2021