Davreaux Canham

Key Skills

Software

Clickworker

Data Annotation Tech

HiveMind

Label Studio

Roboflow

Top Subject Matter

No subject matter listed

Top Data Types

Document

Image

Text

Top Task Types

Segmentation

Classification

Data Collection

Prompt + Response Writing (SFT)

Transcription

Freelancer Overview

I bring a decade of experience in customer service, retail management, and administration, with a strong emphasis on accuracy, process optimization, and team collaboration. My background includes hands-on roles that required meticulous attention to detail, data protection, and incident management, all of which are crucial for high-quality data labeling and annotation tasks. I have recently completed coursework in AI, including natural language processing, generative AI, and machine learning, giving me a solid foundation in the technical aspects of AI training data. My experience with digital marketing tools, such as Adobe Photoshop and Illustrator, has also equipped me with a keen eye for detail and quality control, especially in visual data contexts. I am eager to leverage my diverse skill set and passion for technology to contribute to high-impact AI and data annotation projects.

Labeling Experience

AI Data Annotator / AI Trainer (Freelance)

Label StudioTextSegmentationClassification

As a freelance AI Data Annotator and AI Trainer, I labeled and annotated datasets supporting machine learning model training and evaluation. I reviewed AI-generated responses for accuracy, relevance, tone, and safety, and classified intent, sentiment, and contextual meaning in conversational data. Annotation guidelines were meticulously followed to ensure high data quality and consistency. • Applied bias detection and identified ambiguities in AI model outputs • Worked primarily with text, including conversational data and prompt-response pairs • Used web-based labeling and AI training platforms for annotation tasks • Maintained productivity and met accuracy targets in remote, deadline-driven environments

As a freelance AI Data Annotator and AI Trainer, I labeled and annotated datasets supporting machine learning model training and evaluation. I reviewed AI-generated responses for accuracy, relevance, tone, and safety, and classified intent, sentiment, and contextual meaning in conversational data. Annotation guidelines were meticulously followed to ensure high data quality and consistency. • Applied bias detection and identified ambiguities in AI model outputs • Worked primarily with text, including conversational data and prompt-response pairs • Used web-based labeling and AI training platforms for annotation tasks • Maintained productivity and met accuracy targets in remote, deadline-driven environments

2025

Education

Work History