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Lionbridge
OneForma
Remotasks
Toloka
Scale AI
Data Annotation Tech
Audio
Text
Video
Image
Document
Classification
Data Collection
Segmentation
Text Generation
Translation/Localization
TranscriptionAI Data Annotator – DataForce. Brings 7+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal, Proprietary Tooling, and Audacity. Education includes Bachelor of Arts, Kenyatta University (2015). AI-training focus includes data types such as Audio, Image, and Video and labeling workflows including Evaluation, Rating, and Classification.
Data Annotation TechVideoClassification
Evaluation/RatingI was evaluating either a Video or Image to determine my overall preference and specific preference regarding the video quality and video-prompt alignment of two videos or images related to a text prompt.
AudioTranscriptionTranscribing over 200 hours of multimedia content, I ensured timely and accessible deliverables for clients. Tasks included both caption authoring and intensive compliance with accessibility standards. Streamlined workflows enabled efficient document processing and team collaboration. • Managed concurrent projects with effective remote coordination. • Provided accurate captions for optimal content accessibility (ADA/WCAG). • Used tools like Otter and Audacity for audio/text processing. • Excelled in handling urgent and overlapping deadlines with high quality.
AudioTranscriptionI transcribed more than 100 Swahili audio files with 98% accuracy, meeting stringent guideline requirements. My work included detailed speech segmentation and speaker attribution for multimedia content. Every task reflected high consistency with quality standards. • Ensured top-tier data quality for AI-powered speech models. • Applied faithful annotation to diverse linguistic content. • Collaborated with project managers to meet delivery benchmarks. • Leveraged audio tools such as Audacity for precision labeling.
ImageI assessed AI-generated image answers to visual questions and rated video pairs for alignment with prompts. Evaluations involved selecting preferred responses to train image understanding models. My work spanned over 500 multimodal tasks following strict guidelines for consistency and quality. • Supported generative AI improvements via pairwise image and video judgment. • Followed project-specific rating rubrics for multimodal evaluation. • Ensured comprehensive coverage of annotation tasks during 14 months. • Used proprietary or internal evaluation tools throughout the engagement.
DocumentTranscriptionI supported transcription of confidential legal and medical documents with utmost attention to privacy. High assignment volume was managed while adhering to accuracy and formatting protocols. Content integrity was elevated through proactive error and inconsistency removal. • Applied secure practices for sensitive information handling. • Improved accuracy in medical/legal transcription tasks. • Collaborated for timely delivery amid shifting priorities. • Delivered consistent results under strict quality requirements.
Bachelor of Arts, Psychology and Gender Studies
Freelance Transcriptionist
Transcriptionist
