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J
James Marshall

James Marshall

Contract Data Annotator

USA flagDetroit, Usa
$15.00/hrEntry LevelOtherInternal Proprietary Tooling

Key Skills

Software

Other
Internal/Proprietary Tooling

Top Subject Matter

General AI/Computer Vision
Audio/Video Quality Assessment
Object Removal/Restoration

Top Data Types

ImageImage
VideoVideo
TextText

Top Task Types

Bounding BoxBounding Box
ClassificationClassification
Point/Key PointPoint/Key Point
Object DetectionObject Detection
Fine-tuningFine-tuning
Evaluation/RatingEvaluation/Rating

Freelancer Overview

As a contracted data annotator, I primarily performed various tasks related to image and video data annotation. My daily responsibilities included drawing bounding boxes, object identification, conducting object masking, and testing for occlusion blindness and edge detection. I also participated in spatial reasoning and counting stress testing. Secondarily, I evaluated audio, video, and photo output for quality and compliance. I assessed drift, reproduction accuracy, and AI-generation detectability.

Entry LevelEnglish

Labeling Experience

Contracted Data Annotator

AudioFine Tuning
Audio output comparisons for quality, consistency, and adherence to the instructions and script in prompts throughout the project. Assessed for audio artifacts, pronunciation faithfulness, appropriate intonation, pacing, and voice reproduction.

Audio output comparisons for quality, consistency, and adherence to the instructions and script in prompts throughout the project. Assessed for audio artifacts, pronunciation faithfulness, appropriate intonation, pacing, and voice reproduction.

2026 - 2026

Contracted Data Annotator

OtherImageBounding Box
Drawing bounding box for object identification and visual datasets Object removal, restoration, and boundary discovery for model improvement Occlusion and spatial reasoning tests to validate labeling accuracy

Drawing bounding box for object identification and visual datasets Object removal, restoration, and boundary discovery for model improvement Occlusion and spatial reasoning tests to validate labeling accuracy

2026 - 2026

Contracted Data Annotator

VideoFine Tuning
Appropriate gesture assessment, gesture realism, animation smoothness, and visual glitch detection throughout the project.

Appropriate gesture assessment, gesture realism, animation smoothness, and visual glitch detection throughout the project.

2025 - 2026

Education

A

Arise

Certificate, Client Support Specialist

Certificate
2012 - 2012
A

AIU Online

No Degree Earned, Business Administration

No Degree Earned
2006 - 2006

Work History

K

Kaolin Software

Community Moderator

Detroit
2020 - Present
W

Warby Parker

Customer Experience Advisor

Detroit
2020 - 2024