Key Skills

Software

Other

Remotasks

Mercor

OneForma

Toloka

Top Subject Matter

Swahili language

Audio Transcription

AI Speech Model Training

Top Data Types

Audio

Text

Document

Top Task Types

Transcription

Data Collection

Classification

Freelancer Overview

Independent Transcription & AI Data Contributor. Core strengths include Other and Remotasks. Education includes Bachelor of Education Science, Kirinyaga University (2022). AI-training focus includes data types such as Audio and Text and labeling workflows including Transcription, Evaluation, and Rating.

Labeling Experience

AI Training & Annotation Contributor

RemotasksText

I contributed to AI text and data training projects by annotating, reviewing, and evaluating Swahili texts on multiple platforms. Responsibilities included labeling, contextual evaluation, categorization, and naturalness assessment of AI-generated Swahili text. Ensured all data met project guidelines and contributed to model improvement. • Completed text evaluation and annotation tasks for Swahili language data. • Verified contextual correctness and naturalness of AI-generated responses. • Worked on Handshake AI, Outlier, Remotask, Toloka, and Clickworker platforms. • Categorized and labeled data to support NLP model development.

I contributed to AI text and data training projects by annotating, reviewing, and evaluating Swahili texts on multiple platforms. Responsibilities included labeling, contextual evaluation, categorization, and naturalness assessment of AI-generated Swahili text. Ensured all data met project guidelines and contributed to model improvement. • Completed text evaluation and annotation tasks for Swahili language data. • Verified contextual correctness and naturalness of AI-generated responses. • Worked on Handshake AI, Outlier, Remotask, Toloka, and Clickworker platforms. • Categorized and labeled data to support NLP model development.

2022 - Present

Independent Transcription & AI Data Contributor

OtherAudioTranscription

I reviewed and corrected machine-generated transcripts of Swahili audio recordings to train AI models for speech-to-text systems. My role required careful listening, identification of errors, and precise correction of text for accuracy and authenticity. Consistent adherence to detailed guidelines ensured high-quality outcomes for each project. • Refined punctuation, sentence structure, and word accuracy in transcripts. • Addressed dialectical variations and natural speech patterns. • Worked independently in a remote, project-based setting. • Utilized audio playback tools for replaying and analyzing recordings.

I reviewed and corrected machine-generated transcripts of Swahili audio recordings to train AI models for speech-to-text systems. My role required careful listening, identification of errors, and precise correction of text for accuracy and authenticity. Consistent adherence to detailed guidelines ensured high-quality outcomes for each project. • Refined punctuation, sentence structure, and word accuracy in transcripts. • Addressed dialectical variations and natural speech patterns. • Worked independently in a remote, project-based setting. • Utilized audio playback tools for replaying and analyzing recordings.

2022 - Present

Education

Work History