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Hello! I am Valerie Nanyikae Kurao, a results-driven AI Language Specialist with over two years of hands-on experience in transcription, audio speech recognition, and quality assurance for machine learning projects. I have contributed to Clickworker, Mindrift, and OneForma, consistently delivering high-quality labeled data under strict guidelines. I am a native English speaker with an advanced attention to detail, rapid adaptability to new project workflows, and a reliable home office setup. I am fully available for immediate start in live production environments, with the capacity to work 5+ hours daily. I have hands-on experience with high-volume transcription, language labeling, and QA reviews, and I routinely communicate with project managers to clarify guidelines and minimize rework. I thrive in guideline-driven, remote crowdsourcing environments and am comfortable with rapid turnaround times.…Hello! I am Valerie Nanyikae Kurao, a results-driven AI Language Specialist with over two years of hands-on experience in transcription, audio speech recognition, and quality assurance for machine learning projects. I have contributed to Clickworker, Mindrift, and OneForma, consistently delivering high-quality labeled data under strict guidelines. I am a native English speaker with an advanced attention to detail, rapid adaptability to new project workflows, and a reliable home office setup. I am fully available for immediate start in live production environments, with the capacity to work 5+ hours daily. I have hands-on experience with high-volume transcription, language labeling, and QA reviews, and I routinely communicate with project managers to clarify guidelines and minimize rework. I thrive in guideline-driven, remote crowdsourcing environments and am comfortable with rapid turnaround times.

Valerie Kurao

Audio Transcriber, Data Annotator, QA Engineer, +2

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Hello! I am Valerie Nanyikae Kurao, a results-driven AI Language Specialist with over two years of hands-on experience in transcription, audio speech recognition, and quality assurance for machine learning projects. I have contributed to Clickworker, Mindrift, and OneForma, consistently delivering high-quality labeled data under strict guidelines. I am a native English speaker with an advanced attention to detail, rapid adaptability to new project workflows, and a reliable home office setup. I am fully available for immediate start in live production environments, with the capacity to work 5+ hours daily. I have hands-on experience with high-volume transcription, language labeling, and QA reviews, and I routinely communicate with project managers to clarify guidelines and minimize rework. I thrive in guideline-driven, remote crowdsourcing environments and am comfortable with rapid turnaround times.…Hello! I am Valerie Nanyikae Kurao, a results-driven AI Language Specialist with over two years of hands-on experience in transcription, audio speech recognition, and quality assurance for machine learning projects. I have contributed to Clickworker, Mindrift, and OneForma, consistently delivering high-quality labeled data under strict guidelines. I am a native English speaker with an advanced attention to detail, rapid adaptability to new project workflows, and a reliable home office setup. I am fully available for immediate start in live production environments, with the capacity to work 5+ hours daily. I have hands-on experience with high-volume transcription, language labeling, and QA reviews, and I routinely communicate with project managers to clarify guidelines and minimize rework. I thrive in guideline-driven, remote crowdsourcing environments and am comfortable with rapid turnaround times.

Available to hire

Hello! I am Valerie Nanyikae Kurao, a results-driven AI Language Specialist with over two years of hands-on experience in transcription, audio speech recognition, and quality assurance for machine learning projects. I have contributed to Clickworker, Mindrift, and OneForma, consistently delivering high-quality labeled data under strict guidelines. I am a native English speaker with an advanced attention to detail, rapid adaptability to new project workflows, and a reliable home office setup. I am fully available for immediate start in live production environments, with the capacity to work 5+ hours daily.

I have hands-on experience with high-volume transcription, language labeling, and QA reviews, and I routinely communicate with project managers to clarify guidelines and minimize rework. I thrive in guideline-driven, remote crowdsourcing environments and am comfortable with rapid turnaround times.

Skills

AI Data Labelling

Experience Level

AI Data Labelling

Expert

Language

English

Fluent

Swahili

Fluent

Work Experience

AI Language Contributor at OneForma

January 1, 2025 - January 1, 2026

Performed high-volume audio transcription and speech recognition tasks to support machine learning model improvements. Consistently met or exceeded daily quality benchmarks with an estimated accuracy rate of 95%. Adhered to platform policies including single-account usage, no VPN, and no automated tools. Completed multiple short-term annotation projects under rapid turnaround times. Communicated effectively with project managers to clarify guidelines and reduce rework.

Transcription & Annotation Specialist at Mindrift

June 1, 2024 - December 1, 2025

Executed audio transcription and quality assurance reviews for AI training datasets in English. Reviewed and corrected machine-generated transcripts to ensure linguistic accuracy and natural flow. Worked on language labeling tasks requiring native-level English proficiency and cultural nuance understanding. Provided detailed feedback on annotation guidelines to improve clarity for other contributors. Maintained a weekly productivity average of 25+ hours while keeping error rates below project thresholds.

Crowdsourcing Contributor at Clickworker

February 1, 2024 - May 1, 2025

Completed diverse micro-tasks including transcription, data validation, audio classification, and content annotation. Developed strong familiarity with guideline-driven, quality-focused workflows across multiple campaigns. Consistently achieved high task acceptance rates through careful attention to instructions. Balanced multiple task types daily while managing prioritization and deadlines. Built a foundation in remote crowdsourcing best practices and platform-specific compliance rules.