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Benard Masila

Freelance Data Annotator & Transcriber

KENYA flag
Nairobi, Kenya
$60.00/hrIntermediateOtherClickworkerMindrift

Key Skills

Software

Other
ClickworkerClickworker
MindriftMindrift

Top Subject Matter

Linguistics Domain Expertise
AI Model Training
Speech Recognition

Top Data Types

TextText
AudioAudio
ImageImage

Top Task Types

Classification
Transcription

Freelancer Overview

Freelance Data Annotator & Transcriber. Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Education, N/A (2023). AI-training focus includes data types such as Text and labeling workflows including Classification and Transcription.

IntermediateSwahiliEnglish

Labeling Experience

Freelance Data Annotator & Transcriber

OtherTextClassification
As a Freelance Data Annotator & Transcriber, I performed text annotation and classification for various AI training projects. My responsibilities included transcribing complex audio files and evaluating AI-generated responses for accuracy and tone. I consistently maintained high output while strictly adhering to project-specific guidelines. • Labeled large datasets to ensure high-quality data for machine learning. • Worked with both text and audio transcription, focusing on linguistic accuracy. • Carried out RLHF (Reinforcement Learning from Human Feedback) evaluation tasks. • Ensured accuracy rates exceeding 98% in data labeling assignments.

As a Freelance Data Annotator & Transcriber, I performed text annotation and classification for various AI training projects. My responsibilities included transcribing complex audio files and evaluating AI-generated responses for accuracy and tone. I consistently maintained high output while strictly adhering to project-specific guidelines. • Labeled large datasets to ensure high-quality data for machine learning. • Worked with both text and audio transcription, focusing on linguistic accuracy. • Carried out RLHF (Reinforcement Learning from Human Feedback) evaluation tasks. • Ensured accuracy rates exceeding 98% in data labeling assignments.

2024 - Present

Linguistic Project Contributor (Kamba)

OtherTextTranscription
As a Linguistic Project Contributor (Kamba), I provided linguistic data tailored for Kamba language models, focusing on both translation and transcription tasks. I conducted detailed quality assurance checks on datasets to identify and correct labeling errors. This work supported the enhancement of machine learning applications in underrepresented languages. • Generated and reviewed text data in the Kamba language for model fine-tuning. • Ensured high accuracy and cultural relevance in all labeled data. • Collaborated on quality control of translated and transcribed linguistic datasets. • Addressed and resolved errors in labeled data to improve dataset integrity.

As a Linguistic Project Contributor (Kamba), I provided linguistic data tailored for Kamba language models, focusing on both translation and transcription tasks. I conducted detailed quality assurance checks on datasets to identify and correct labeling errors. This work supported the enhancement of machine learning applications in underrepresented languages. • Generated and reviewed text data in the Kamba language for model fine-tuning. • Ensured high accuracy and cultural relevance in all labeled data. • Collaborated on quality control of translated and transcribed linguistic datasets. • Addressed and resolved errors in labeled data to improve dataset integrity.

2025 - 2026

Education

N

N/A

Bachelor of Education, English and Linguistics

Bachelor of Education
2020 - 2023

Work History

F

Freelance Remote Services

Lead Transcriptionist

New York
2022 - Present