Joe

Key Skills

Software

CVAT

LabelImg

Top Subject Matter

Computer Vision (autonomous driving, detection, segmentation) and AI training data quality assurance.

Computer Vision dataset annotation and QA auditing.

Top Data Types

Image

Top Task Types

Object Detection

Freelancer Overview

Data Annotation Specialist / AI Trainer. Core strengths include CVAT and LabelImg. Education includes Bachelor of Science, N/A and Data Annotation Certification, N/A. AI-training focus includes data types such as Computer Code, Programming, and Image and labeling workflows including Computer Programming, Coding, and Object Detection.

Labeling Experience

Data Annotation Specialist / AI Trainer

CVAT

Delivered high-quality computer vision training data through annotation, QA, and relabeling workflows for large-scale projects. • Produced and validated 240,000+ bounding boxes, polygon annotations, and semantic segmentation masks. • Reduced labeling disputes by 42% by enforcing annotation guidelines and edge-case rules. • Improved autonomous-driving model performance (mAP 0.62 to 0.78) via targeted relabeling on 50k frames. • Built a semi-automated CVAT + Python labeling pipeline to reduce manual preprocessing time by 50%.

2022 - 2024

Data Annotator

LabelImgImageObject Detection

Annotated image datasets for AI computer vision use cases with a focus on accuracy and consistency. • Labeled 10,000+ images per month to support model training. • Identified inconsistencies, logical errors, and bias in AI-generated data to improve downstream accuracy. • Conducted data audits to achieve 95% data precision. • Applied consistent tagging practices aligned with labeling guidelines and QA checks.

2020 - 2021

Education

Work History