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Appen
OneForma
Scale AI
CVAT
Labelbox
Remotasks
Text
Document
Audio
Entity (NER) Classification
Evaluation/Rating
Text Generation
TranscriptionFreelance AI Data Trainer & Content Evaluator (Self-Employed / Remote). Brings 3+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Don't disclose. Education includes Bachelor of Science, University of Nairobi (2023). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.
TextEvaluation/RatingI conducted advanced Reinforcement Learning from Human Feedback(RLHF) and multi-turn adversarial prompting to stress-test Large Language Models. Audited peer annotations for quality control, ensuring strict compliance with complex project taxonomies and safety guidelines. Specialized in generating high-quality ground-truth datasets for logical reasoning and factual accuracy validation.
TextProvided AI training data annotation, classification, and evaluation tasks following project guidelines and quality standards. Conducted quality reviews and technical verification of AI-generated content to ensure accuracy and consistent language. Participated in structured qualification workflows including action labeling and language-focused assessments. • Annotated and categorized training examples • Evaluated AI responses for quality and guideline compliance • Performed technical verification of content outputs • Refined written content for clarity and readability
TextEntity (NER) ClassificationI'm specialized in high-complexity text annotation, including Named Entity Recognition(NER), semantic extraction and structural text classification. Managed complex end-to-end labeling workflows across multiple platform interfaces, consistently maintaining an accuracy rating above 98% on strict data validation metrics.
Bachelor of Science, Information Technology
Freelance AI Content Evaluator & Trainer
IT Support & Data Assistant (Freelance)
