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Michael Milan

Michael Milan

AI Data Annotator & Swahili Linguistic Specialist

USA flagUsa
$15.00/hrIntermediateOtherClickworkerOneforma

Key Skills

Software

Other
ClickworkerClickworker
OneFormaOneForma
Micro1

Top Subject Matter

Swahili Linguistics
Natural Language Processing
Localization Domain Expertise

Top Data Types

TextText
ImageImage
AudioAudio

Top Task Types

SegmentationSegmentation
Question AnsweringQuestion Answering
TranscriptionTranscription
Data CollectionData Collection

Freelancer Overview

AI Data Annotator & Swahili Linguistic Specialist. Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Social Protection, Institute of Finance Management (2025) and Certificate of Advanced Education, Mbalizi High School (2024). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Translation.

IntermediateEnglishSwahili

Labeling Experience

AI Data Annotator & Swahili Linguistic Specialist

OtherText
As an AI Data Annotator & Swahili Linguistic Specialist at Centific, I performed high-quality annotation on Swahili language datasets for LLM training. My responsibilities included evaluating AI responses, performing detailed linguistic quality assurance, and ensuring data met stringent project requirements. All labeling was conducted in compliance with accuracy metrics and guided feedback protocols. • Conducted data annotation and labeling for Swahili language datasets to support LLM and NLP model training. • Performed linguistic quality assurance and reviewed machine-translated material for grammatical and cultural precision. • Evaluated AI outputs for safety, relevance, and accuracy, providing structured feedback. • Followed specific project guidelines, consistently achieving high accuracy and timely delivery.

As an AI Data Annotator & Swahili Linguistic Specialist at Centific, I performed high-quality annotation on Swahili language datasets for LLM training. My responsibilities included evaluating AI responses, performing detailed linguistic quality assurance, and ensuring data met stringent project requirements. All labeling was conducted in compliance with accuracy metrics and guided feedback protocols. • Conducted data annotation and labeling for Swahili language datasets to support LLM and NLP model training. • Performed linguistic quality assurance and reviewed machine-translated material for grammatical and cultural precision. • Evaluated AI outputs for safety, relevance, and accuracy, providing structured feedback. • Followed specific project guidelines, consistently achieving high accuracy and timely delivery.

2026 - Present

Swahili Content Evaluator & Translator

OtherText
In the role of Swahili Content Evaluator & Translator at Atlas, I reviewed and categorized digital content for relevancy and localization. This included both text and image annotation for computer vision and machine learning projects focused on Swahili-speaking audiences. My work ensured accuracy, natural flow, and international quality standards for all annotated and translated data. • Performed content evaluation tasks to improve digital relevancy for Swahili audiences. • Delivered cultural adaptation and localization for English-to-Swahili translations. • Executed text and image annotation in support of ML and CV projects. • Maintained continual collaboration with multinational project managers.

In the role of Swahili Content Evaluator & Translator at Atlas, I reviewed and categorized digital content for relevancy and localization. This included both text and image annotation for computer vision and machine learning projects focused on Swahili-speaking audiences. My work ensured accuracy, natural flow, and international quality standards for all annotated and translated data. • Performed content evaluation tasks to improve digital relevancy for Swahili audiences. • Delivered cultural adaptation and localization for English-to-Swahili translations. • Executed text and image annotation in support of ML and CV projects. • Maintained continual collaboration with multinational project managers.

2025 - 2025

Education

I

Institute of Finance Management

Bachelor of Social Protection, Social Protection

Bachelor of Social Protection
2023 - 2025
M

Mbalizi High School

Certificate of Advanced Education, Advanced Education

Certificate of Advanced Education
2022 - 2024

Work History

I

Independent/Freelance

Affiliate Marketing & Digital Growth Consultant

Dar es Salaam
2026 - Present
N

Ndiyo Supermarket

Customer Service & Sales Representative

Dar es Salaam
2025 - 2025