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Aurelliah Munagi

@aurelliahmunagi

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I train and evaluate LLM data while improving annotation quality, accuracy, and team workflows.

Kenya

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What I'm looking for

I'm seeking a dynamic, growth-oriented organization where I can apply my analytical, technical, data annotation, and quality assurance skills to improve workflows and deliver accurate results.

I'm currently annotating and labeling large datasets at Innodata to train and fine-tune large language models. I review AI-generated responses, document edge cases, and maintain accuracy above 98% under tight deadlines.

At Cloudfactory, I improved annotation quality and team consistency as a Quality Analyst. I introduced a standardized QA checklist that improved consistency by 20%, reduced recurring errors by 25%, and led training that increased productivity by 15%.

My background also includes high-volume data entry and review at Samasource, where I maintained up to 99% accuracy and earned Best Performer recognition for the SRY project. I bring practical experience in data management, quality assurance, process improvement, and technical support.

Experience

Work history, roles, and key accomplishments

Current

LLM Data Annotator

Current

Innodata

Jan 2026 - Present (9 months)

Annotate and label large datasets for training and fine-tuning large language models with high precision. Review and validate AI-generated responses to ensure alignment with project guidelines and quality standards.

Data Annotation LLM Training Data Labeling Quality Review Collaboration

Quality Analyst

Cloudfactory

Jan 2023 - Dec 2025 (2 years 11 months)

Achieved a 98% accuracy rate in quality checks by implementing a thorough review process for data annotations. Developed a standardized checklist that improved team consistency in quality assurance by 20%.

Quality Assurance Data Annotation Process Optimization Training Communication Skills

Data Annotator

Cloudfactory

Aug 2022 - Dec 2022 (4 months)

Completed 200+ annotation tasks daily with 95% accuracy, surpassing the company's target by 10%. Trained junior agents on annotation techniques, increasing team efficiency by 20%.

Data Annotation Data Labeling Training Process Improvement

Data Entry Reviewer

Samasource Kenya Ltd

Aug 2021 - Jul 2022 (11 months)

Maintained an average of 99% accuracy in reviewing data entries, ensuring error-free output. Reduced data entry errors by 25% through implementing a more rigorous review process.

data review Quality Assurance Data Entry Feedback

Data Entry Agent

Samasource Kenya Ltd

Aug 2017 - Aug 2021 (4 years)

Processed over 100 data entries daily with an accuracy rate of 98%, contributing to timely project completion. Developed an organized filing system for digital records, improving retrieval time by 20%.

Data Entry Data Management Training Process Improvement