Nevil Flavian

Key Skills

Software

Other

iMerit

Top Subject Matter

Linguistics Domain Expertise

AI Model Training

AI/ML Model Training

Top Data Types

Text

Video

Document

Top Task Types

Classification

Freelancer Overview

Lead Annotator. Brings 5+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal, Proprietary Tooling, and Other. Education includes Bachelor of Architectural Studies, Kenyatta University (2024) and Kenya Certificate of Primary Education, Maranda High School (2019). AI-training focus includes data types such as Text and labeling workflows including Classification, Evaluation, and Rating.

Labeling Experience

Lead Annotator

TextClassification

As Lead Annotator at Avala Inc, I performed structured data annotation tasks in line with detailed project guidelines. I reviewed and validated annotated datasets to maintain high standards of quality. I evaluated AI-generated text outputs for accuracy and contributed labeled data supporting model training and evaluation. • Classified linguistic and formatting errors in datasets for machine learning. • Corrected errors in AI-generated text to improve training data. • Followed strict annotation guidelines and verified data integrity. • Delivered consistent, high-quality annotated data for AI development.

As Lead Annotator at Avala Inc, I performed structured data annotation tasks in line with detailed project guidelines. I reviewed and validated annotated datasets to maintain high standards of quality. I evaluated AI-generated text outputs for accuracy and contributed labeled data supporting model training and evaluation. • Classified linguistic and formatting errors in datasets for machine learning. • Corrected errors in AI-generated text to improve training data. • Followed strict annotation guidelines and verified data integrity. • Delivered consistent, high-quality annotated data for AI development.

2024 - Present

Data Annotator

OtherTextClassification

As a Data Annotator for Clutterbot, I labeled and categorized datasets used for machine learning model training. I followed strict annotation instructions and conducted reviews to ensure consistency and accuracy. My feedback contributed to the improvement of annotation workflows and the reduction of labeling errors. • Labeled and categorized text data for AI use. • Performed quality assurance on annotated outputs. • Maintained high accuracy across repetitive tasks. • Streamlined workflows through actionable feedback.

As a Data Annotator for Clutterbot, I labeled and categorized datasets used for machine learning model training. I followed strict annotation instructions and conducted reviews to ensure consistency and accuracy. My feedback contributed to the improvement of annotation workflows and the reduction of labeling errors. • Labeled and categorized text data for AI use. • Performed quality assurance on annotated outputs. • Maintained high accuracy across repetitive tasks. • Streamlined workflows through actionable feedback.

2025 - 2025

AI Data Quality Assurance Specialist

ImeritText

As an AI Data Quality Assurance Specialist at iMerit, I evaluated AI prompts and reviewed model-generated responses for accuracy and guideline compliance. I performed quality assurance on labeled datasets before inclusion in training pipelines. My insights and corrections directly supported improved machine learning outcomes. • Provided human feedback to refine model outputs. • Reviewed and validated labeled datasets for accuracy. • Ensured compliance with project guidelines in annotation tasks. • Identified and corrected data inconsistencies.

As an AI Data Quality Assurance Specialist at iMerit, I evaluated AI prompts and reviewed model-generated responses for accuracy and guideline compliance. I performed quality assurance on labeled datasets before inclusion in training pipelines. My insights and corrections directly supported improved machine learning outcomes. • Provided human feedback to refine model outputs. • Reviewed and validated labeled datasets for accuracy. • Ensured compliance with project guidelines in annotation tasks. • Identified and corrected data inconsistencies.

2024 - 2024

Education

Work History