Travis Cathey

Key Skills

Software

Scale AI

Top Subject Matter

No subject matter listed

Top Data Types

Image

Top Label Types

Bounding Box

Text Summarization

Prompt Response Writing SFT

Freelancer Overview

I am an experienced AI training specialist with over three years of hands-on expertise in data annotation, curation, and model evaluation for NLP, computer vision, and generative AI projects. My background includes annotating and validating large volumes of text, image, and audio data—maintaining over 98% accuracy across more than 10,000 tasks. I am highly skilled in using tools like Labelbox, CVAT, Prodigy, and Dataturks, and have worked on advanced labeling for autonomous vehicle perception, including bounding boxes, semantic segmentation, and LiDAR point clouds. I excel at following detailed annotation guidelines, providing actionable feedback to engineering teams, and ensuring data consistency to improve AI system performance. My technical proficiency with Python, JSON, and CSV, combined with strong attention to detail and clear communication, enables me to deliver high-quality results in remote and collaborative environments.

Labeling Experience

Data Annotator

Scale AIImageBounding BoxText Summarization

Performed fine-grained labeling for autonomous vehicle perception models, including bounding boxes, semantic segmentation, and LiDAR point cloud annotation. Trained on internal QA protocols and consistently ranked in top 15% for annotation precision and throughput.

Performed fine-grained labeling for autonomous vehicle perception models, including bounding boxes, semantic segmentation, and LiDAR point cloud annotation. Trained on internal QA protocols and consistently ranked in top 15% for annotation precision and throughput.

2021 - 2023

Education

Work History