Nathan

Key Skills

Software

CVAT

Labelbox

Top Subject Matter

Computer Vision & NLP

NLP and Computer Vision

Legal Services & Contract Review

Top Data Types

Image

Text

Document

Top Task Types

Bounding Box

Classification

Freelancer Overview

Freelance Data Labeling Specialist. Brings 7+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include CVAT, Labelbox, and Scale AI platforms. Education includes High School Diploma, Hillsboro High School. AI-training focus includes data types such as Image and Text and labeling workflows including Bounding Box and Classification.

Labeling Experience

Freelance Data Labeling Specialist

CVATImageBounding Box

As a Freelance Data Labeling Specialist, I annotated thousands of images and text samples to create high-quality AI training datasets. My work focused on applying strict labeling schemas, maintaining accuracy, and adhering to project throughput goals. I consistently identified edge cases to improve model reliability and dataset utility. • Diligently labeled images for tasks such as object detection and segmentation. • Ensured labeling consistency with established taxonomies and QA protocols. • Leveraged tools like CVAT, Labelbox, and Scale AI platforms for annotation workflows. • Collaborated remotely and adapted quickly to evolving guidelines.

As a Freelance Data Labeling Specialist, I annotated thousands of images and text samples to create high-quality AI training datasets. My work focused on applying strict labeling schemas, maintaining accuracy, and adhering to project throughput goals. I consistently identified edge cases to improve model reliability and dataset utility. • Diligently labeled images for tasks such as object detection and segmentation. • Ensured labeling consistency with established taxonomies and QA protocols. • Leveraged tools like CVAT, Labelbox, and Scale AI platforms for annotation workflows. • Collaborated remotely and adapted quickly to evolving guidelines.

2022 - Present

Data Annotation Contributor

CVATTextClassification

As a Data Annotation Contributor, I completed large-scale annotation projects involving text and image data. I followed comprehensive guidelines and adapted to changing project requirements. My role included peer review and QA contributions to maintain high labeling standards. • Performed text classification, sentiment analysis, and named entity recognition. • Reviewed peer annotations to ensure inter-annotator agreement and accuracy. • Used platforms such as CVAT, Labelbox, and Scale AI for annotation and collaboration. • Maintained throughput and quality on high-volume datasets under tight timelines.

As a Data Annotation Contributor, I completed large-scale annotation projects involving text and image data. I followed comprehensive guidelines and adapted to changing project requirements. My role included peer review and QA contributions to maintain high labeling standards. • Performed text classification, sentiment analysis, and named entity recognition. • Reviewed peer annotations to ensure inter-annotator agreement and accuracy. • Used platforms such as CVAT, Labelbox, and Scale AI for annotation and collaboration. • Maintained throughput and quality on high-volume datasets under tight timelines.

2020 - 2022

Education

Work History