Nurul Ain Md Ali

Key Skills

Software

Label Studio

OneForma

CVAT

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Image

Text

Top Task Types

Audio Recording

Classification

Data Collection

Evaluation Rating

Text Summarization

Freelancer Overview

I have hands-on experience in data labeling and AI training projects, focusing on text, audio, and image annotation tasks. I have previously contributed to projects on platforms such as OneForma, Neevo, and Remotasks, where I performed transcription, translation, and data categorization with high attention to detail and accuracy. My work often involves ensuring data consistency, linguistic quality, and adherence to project guidelines. I am fluent in English and Malay, with intermediate proficiency in Mandarin (Simplified Chinese), which enables me to accurately identify and transcribe linguistic nuances. With a background in communication and research, I am skilled in following complex instructions, managing deadlines, and maintaining data integrity for AI model improvement.

Labeling Experience

Polly Annotation Project - Isaac Polly 2

OneformaAudio

Annotated and evaluated voice recordings in multiple languages to support the development of AI speech recognition systems. Ensured high transcription accuracy, consistent labeling, and proper metadata tagging according to project guidelines.

Annotated and evaluated voice recordings in multiple languages to support the development of AI speech recognition systems. Ensured high transcription accuracy, consistent labeling, and proper metadata tagging according to project guidelines.

2025 - 2025

Neevo – Audio Transcription Project

CVATAudioAudio Recording

Transcribed and segmented short audio clips in English and Malay to support automatic speech recognition (ASR) training. Focused on ensuring accurate punctuation, speaker clarity, and consistent formatting across all datasets.

Transcribed and segmented short audio clips in English and Malay to support automatic speech recognition (ASR) training. Focused on ensuring accurate punctuation, speaker clarity, and consistent formatting across all datasets.

2025 - 2025

Wukong Translation Evaluation Project

OneformaTextTranslation Localization

Reviewed and evaluated English–Chinese translation outputs to assess linguistic accuracy, fluency, tone, and contextual relevance. Assigned quality scores and provided feedback to improve AI translation model performance.

Reviewed and evaluated English–Chinese translation outputs to assess linguistic accuracy, fluency, tone, and contextual relevance. Assigned quality scores and provided feedback to improve AI translation model performance.

2025 - 2025

Education

Work History