Daniel M.

Key Skills

Software

Other

Top Subject Matter

Swahili and English transcription quality assurance

Structured data validation for AI training

Top Data Types

Audio

Text

Top Task Types

Transcription

Question Answering

Freelancer Overview

Transcription & language-based labeling tasks (relevant skills application). Core strengths include Other, Internal, and Proprietary Tooling. Education includes Bachelor of Science, Kisii University (2024) and Data Science In Progress, ALX Africa (2024). AI-training focus includes data types such as Audio and Text and labeling workflows including Transcription, Evaluation, and Rating.

Labeling Experience

Transcription & language-based labeling tasks (relevant skills application)

OtherAudioTranscription

Conducted audio-focused transcription and speech-to-text refinement by listening to spoken content and interpreting it accurately. Ensured correct grammar, punctuation, and contextual retention while following formatting and transcription standards. Identified and corrected inconsistencies in text outputs derived from audio or automated systems. • Reviewed spoken content and reconstructed clean, readable transcripts • Applied strict adherence to project formatting and transcription guidelines • Performed error detection on automated transcription outputs • Maintained high accuracy in grammar, punctuation, and context preservation

2024 - Present

AI & Data Annotation / Research Projects (Freelance/Academic)

Text

Reviewed and corrected machine-generated outputs to improve the accuracy and consistency of structured text data. Performed detailed validation and quality checks to ensure compliance with project guidelines. Used AI tools to refine outputs with an emphasis on clarity, coherence, and correctness. • Corrected and improved structured text responses • Validated outputs for guideline compliance and consistency • Assessed clarity, coherence, and correctness of AI-generated text • Applied repeatable annotation workflows for detail-heavy tasks

2023 - Present

Education