Thomas Burton

Key Skills

Software

Labelbox

Top Subject Matter

No subject matter listed

Top Data Types

Video

Top Label Types

Bounding Box

Polygon

Object Detection

Mapping

Data Collection

Freelancer Overview

I am a detail-oriented software developer with hands-on experience in data labeling, annotation, and AI training data workflows, particularly within academic research and machine learning contexts. My background includes supporting computer vision research at UCLA, where I executed complex labeling tasks such as bounding boxes, polygons, key point mapping, and semantic segmentation to generate high-fidelity datasets for supervised learning and temporal action detection projects. I am proficient with industry-standard annotation tools like CVAT, Labelbox, and Atlas Capture, and have a strong foundation in Python, MATLAB, and Excel for data processing and visualization. My work emphasizes precision in data boundaries to mitigate model hallucination risks and ensure training data quality, and I am adept at collaborating in multidisciplinary teams to deliver reliable, well-structured datasets for AI and ML applications.

Labeling Experience

Data Label

LabelboxVideoBounding BoxPolygon

Data annotation and video annotation

Data annotation and video annotation

2025 - 2025

Education

Work History