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Dustin Cook

Dustin Cook

Data Annotation Specialist - AI and Software Development

USA flag
HUNTERSVILLE, Usa
$19.00/hrExpertCVAT

Key Skills

Software

CVATCVAT

Top Subject Matter

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Top Data Types

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Top Label Types

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Freelancer Overview

I am a detail-oriented Data Annotation and Coding Specialist with three years of hands-on experience supporting AI and software development projects. My background includes annotating and validating large-scale datasets for machine learning models, consistently achieving high accuracy while meeting production deadlines. I am skilled in Python and Java, and have a strong foundation in data cleaning, quality assurance, and debugging. I have worked closely with engineers to refine annotation guidelines, directly contributing to improved model performance through precise and structured labeling. My experience spans preparing and organizing both structured and unstructured data, supporting AI training projects, and assisting in application development and testing. I am passionate about leveraging my technical skills and analytical mindset to enhance data reliability and support innovative AI solutions.

ExpertEnglish

Labeling Experience

CVAT

AI Data Labeling and Machine Learning Training Specialist

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Worked on multiple AI data labeling projects supporting machine learning and natural language processing systems. Responsibilities included text classification, sentiment labeling, named entity recognition, and dataset validation for LLM training. Performed image annotation tasks such as bounding box labeling and object detection to support computer vision model development. Contributed to reinforcement learning projects by rating model responses, reviewing AI generated outputs, and assisting in fine tuning datasets. Maintained strict adherence to annotation guidelines and quality assurance protocols to ensure high accuracy and consistency across large datasets. Collaborated with project teams to improve labeling efficiency and data quality standards. Handled large volume datasets while meeting performance targets and maintaining detailed documentation of completed tasks.

Worked on multiple AI data labeling projects supporting machine learning and natural language processing systems. Responsibilities included text classification, sentiment labeling, named entity recognition, and dataset validation for LLM training. Performed image annotation tasks such as bounding box labeling and object detection to support computer vision model development. Contributed to reinforcement learning projects by rating model responses, reviewing AI generated outputs, and assisting in fine tuning datasets. Maintained strict adherence to annotation guidelines and quality assurance protocols to ensure high accuracy and consistency across large datasets. Collaborated with project teams to improve labeling efficiency and data quality standards. Handled large volume datasets while meeting performance targets and maintaining detailed documentation of completed tasks.

2021 - 2025

Education

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Wake Technical Community College

Associate Degree, Information Technology

Associate Degree
2021 - 2023

Work History

N

N/A

Junior Coding Assistant

Raleigh
2021 - 2023