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Taylor Tkeyiah

@taylortkeyiah

Message

Detail-oriented data annotation specialist improving dataset quality for ML teams.

United States

Message

What I'm looking for

I seek a role where I can ensure high-quality ML datasets, improve annotation workflows, and collaborate with engineers in a detail-focused, process-driven environment.

I am a data annotation specialist with over 5 years' experience creating, reviewing, and validating high-quality labeled datasets for machine learning. I specialize in image, video, and spatial data annotation and routinely use tools like CVAT, Labelbox, and QGIS to ensure datasets meet technical standards.

I perform detailed quality assurance, detect and correct labeling errors, track quality metrics, and provide clear feedback to annotation teams and engineers. My work has improved dataset accuracy, reduced annotation errors, and contributed to faster, more reliable dataset delivery for production ML systems.

I adapt quickly to new tools and workflows, prioritize consistency and clear communication, and focus on process improvements that scale annotation quality across projects.

Experience

Work history, roles, and key accomplishments

Current

Data Annotation Specialist

Current

TechData Solutions

Jan 2020 - Present (6 years 1 month)

Reviewed and verified image, video, and spatial annotations to ensure guideline compliance, improving dataset accuracy and accelerating delivery for ML model training. Identified error patterns and provided structured feedback that reduced annotation errors and improved QA workflows.

CVAT Labelbox Quality Assurance Annotations Feedback

Chat and Content Reviewer

TechData Solutions

Jan 2020 - Jan 2024 (4 years)

Reviewed chat and digital content for accuracy, compliance, and quality, maintaining high review accuracy and consistent communication standards across platforms. Flagged and corrected inappropriate or low-quality content and maintained thorough review records.

Content Moderation Quality Assurance Compliance Review Record keeping Slack Jira

Data Quality Analyst

Vision AI Data Services

Jun 2021 - Dec 2022 (1 year 6 months)

Performed quality checks on bounding boxes, segmentation, and classification annotations using QGIS and visual tools, enforcing strict QA standards that improved annotation consistency across projects. Documented reviews and recommended workflow improvements to increase dataset reliability for production ML systems.

QGIS Segmentation Bounding Boxes Annotations Process Improvement Documentation