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Bilshan Bett

Freelance AI Content Reviewer / Data Labeling Specialist

KENYA flag
Nairobi, Kenya
$18.00/hrExpertOtherMercorOneforma

Key Skills

Software

Other
MercorMercor
OneFormaOneForma
RemotasksRemotasks

Top Subject Matter

AI Training Data / NLP
Language Data / Digital Content

Top Data Types

TextText
ImageImage
VideoVideo

Top Task Types

Evaluation Rating
Transcription
Fine Tuning
Prompt Response Writing SFT
Text Summarization
Computer Programming Coding
Data Collection
Object Detection

Freelancer Overview

Freelance AI Content Reviewer / Data Labeling Specialist. Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Science, Daystar University (2024). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

ExpertSwahiliEnglish

Labeling Experience

Freelance AI Content Reviewer / Data Labeling Specialist

OtherText
In this role, I reviewed AI-generated text for accuracy, grammar, relevance, and logical consistency in both English and Swahili. I annotated, labeled, and categorized text to aid the training of machine learning models, ensuring the integrity of datasets. I performed pairwise comparison tasks and maintained structured documentation for ongoing quality control and reporting. • Executed detailed annotation and categorization of large text datasets. • Applied strict annotation guidelines to ensure labeling consistency. • Performed quality checks through pairwise output comparison and textual evaluation. • Utilized productivity tools and platforms for systematic documentation and reporting.

In this role, I reviewed AI-generated text for accuracy, grammar, relevance, and logical consistency in both English and Swahili. I annotated, labeled, and categorized text to aid the training of machine learning models, ensuring the integrity of datasets. I performed pairwise comparison tasks and maintained structured documentation for ongoing quality control and reporting. • Executed detailed annotation and categorization of large text datasets. • Applied strict annotation guidelines to ensure labeling consistency. • Performed quality checks through pairwise output comparison and textual evaluation. • Utilized productivity tools and platforms for systematic documentation and reporting.

2024 - Present

Freelance Content Writer / Language Evaluator

OtherText
I contributed to AI content labeling and quality control through research, linguistic evaluation, and structured feedback. I performed proofreading and editing on digital multilingual content to support data quality. I utilized AI tools to streamline and document structured labeling and review processes. • Conducted content review and linguistic assessments across multiple languages. • Provided annotated feedback for content evaluation and improvement. • Used productivity and AI platforms to track and document labeling work. • Supported the development of high-quality datasets for AI systems.

I contributed to AI content labeling and quality control through research, linguistic evaluation, and structured feedback. I performed proofreading and editing on digital multilingual content to support data quality. I utilized AI tools to streamline and document structured labeling and review processes. • Conducted content review and linguistic assessments across multiple languages. • Provided annotated feedback for content evaluation and improvement. • Used productivity and AI platforms to track and document labeling work. • Supported the development of high-quality datasets for AI systems.

2023 - Present

Education

D

Daystar University

Bachelor of Science, Nursing

Bachelor of Science
2024 - 2024

Work History

F

Freelance

Content Writer and Editor

Nairobi
2023 - Present
F

fiver

graphic design

london
2025 - 2025