David Jackson

Key Skills

Software

CVAT

Top Subject Matter

Computer Vision

AI Training Data Preparation

Legal Services & Contract Review

Top Data Types

Image

Text

Document

Top Task Types

Bounding Box

Classification

Freelancer Overview

Data Annotation Specialist (Freelance/Remote). Brings 2+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include CVAT. Education includes Bachelor of Science, California State University Channel Islands. AI-training focus includes data types such as Image and labeling workflows including Bounding Box and Classification.

Labeling Experience

Data Annotation Specialist (Freelance/Remote)

CVATImageBounding Box

Supported machine learning and computer vision workflows by annotating image and video datasets for AI training. Created labels using bounding boxes, segmentation, classification, and object tracking in accordance with project-specific instructions. Ensured completed annotations were accurate, consistent, and free from missing labels through diligent review processes. • Followed detailed annotation guidelines to maximize output quality. • Managed edge cases, exceptions, and documented labeling decisions for process improvement. • Utilized CVAT and annotation platforms in a remote, independent work setting. • Organized annotation datasets and helped structure files for further processing.

Supported machine learning and computer vision workflows by annotating image and video datasets for AI training. Created labels using bounding boxes, segmentation, classification, and object tracking in accordance with project-specific instructions. Ensured completed annotations were accurate, consistent, and free from missing labels through diligent review processes. • Followed detailed annotation guidelines to maximize output quality. • Managed edge cases, exceptions, and documented labeling decisions for process improvement. • Utilized CVAT and annotation platforms in a remote, independent work setting. • Organized annotation datasets and helped structure files for further processing.

2022 - Present

AI Data Labeling & Quality Review Assistant (Independent Contract/Remote)

CVATImageClassification

Assisted AI data preparation and annotation teams by labeling and reviewing structured visual data assets. Checked and validated completed labels to maintain high standards of quality and project guideline compliance. Flagged recurring labeling issues and contributed to workflow efficiency in remote environments. • Focused on supporting AI training datasets with consistent labeling protocols. • Promoted quality assurance by monitoring annotation accuracy. • Used annotation platforms and digital file management tools. • Enhanced clarity and organization of workflow documentation.

Assisted AI data preparation and annotation teams by labeling and reviewing structured visual data assets. Checked and validated completed labels to maintain high standards of quality and project guideline compliance. Flagged recurring labeling issues and contributed to workflow efficiency in remote environments. • Focused on supporting AI training datasets with consistent labeling protocols. • Promoted quality assurance by monitoring annotation accuracy. • Used annotation platforms and digital file management tools. • Enhanced clarity and organization of workflow documentation.

2021 - 2022

Education

Work History