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Appen
Clickworker
Labelbox
Lionbridge
OneForma
Telus
Audio
Document
Text
Audio Recording
Evaluation/Rating
ClassificationI am a multilingual language specialist with hands-on experience in AI training data projects, including audio annotation, transcript review, translation evaluation, voice data collection, and linguistic quality assessment. I have worked on English–Malay language projects involving speech recognition training, audio labeling, transcription validation, and machine translation evaluation, ensuring accuracy, consistency, and compliance with detailed project guidelines. My strengths include linguistic analysis, quality assurance, data annotation, content review, and bilingual communication. I am highly detail-oriented, adaptable to remote workflows, and experienced in delivering high-quality outputs within deadlines. With a background in content editing, proofreading, and educational content development, I bring strong language expertise and a commitment to maintaining data quality for AI and language technology projects.
TextEvaluation/Rating- Reviewed and validated bilingual (English–Malay) call centre conversation transcripts. - Corrected grammatical, contextual, and transcription errors to ensure accuracy and quality. - Performed quality assurance checks and maintained consistency with project guidelines. - Delivered accurate and professionally edited transcripts within deadlines.
TextReviewed and refined English-to-Malay translations to improve accuracy, consistency, and adherence to client terminology and style. Ensured high-quality, error-free delivery despite tight project deadlines. Focused on linguistic correctness and faithful localization for the target audience. • Corrected translation errors and improved readability • Ensured consistent terminology and style adherence • Verified accuracy of English–Malay localization • Delivered refined translations within deadlines
CrowdFlowerDocumentEvaluated Malay-to-English social media translations for semantic accuracy and communication quality. Checked context, tone, and meaning to ensure the translations were natural and correct. Identified inaccuracies and maintained consistent scoring according to CrowdGen project guidelines. • Assessed semantic accuracy of translations • Verified context, tone, and intended meaning • Flagged inaccuracies against project criteria • Applied consistent evaluation standards across tasks
Audio
TranscriptionPerformed audio labeling and text annotation for AI training projects using an online annotation platform. Annotated and categorized large sets of English and Malay audio data with high accuracy while following project-specific guidelines. Maintained confidentiality and delivered tasks on time while ensuring consistency with quality standards. • Labeled audio segments and provided corresponding text annotations • Categorized English and Malay audio data per annotation schema • Followed project guidelines for consistency and quality • Completed tasks within deadlines while maintaining confidentiality
AudioAudio RecordingRecorded audio samples in English (Malaysia) for AI speech recognition training under strict recording scripts and technical guidelines. Focused on pronunciation accuracy, consistency, and natural delivery to support ASR data quality. Delivered large volumes of recordings within deadlines in a noise-free environment. • Recorded high-quality audio samples following provided scripts • Ensured pronunciation, consistency, and natural speech delivery • Maintained clarity and accuracy per technical guidelines • Produced large volumes of audio recordings before deadlines
Bachelor of Islamic Revealed Knowledge and Heritage, Fiqh and Usul Fiqh
Transcript Reviewer
AI Voice Training
