Key Skills

Software

Doccano

Toloka

Appen

SuperAnnotate

Snorkel AI

Labelbox

Label Studio

Deep Systems

CVAT

Top Subject Matter

Health

Engineering

Executive Support

Top Data Types

Document

Text

Image

Top Task Types

Classification

Data Collection

Text Generation

Question Answering

Text Summarization

Evaluation/Rating

Object Detection

Polygon

Freelancer Overview

I have hands-on experience in data labeling and AI training data operations, focusing on producing high-quality, structured datasets that improve model performance and reliability. My work spans text, image, and audio annotation, using tools such as Label Studio, Doccano, and CVAT to create labels, bounding boxes, and sentiment tags with precision and consistency. I’m skilled at interpreting annotation guidelines, maintaining data accuracy, and performing quality checks to meet strict AI model training standards. What sets me apart is my analytical background in project control and engineering, which gives me a strong sense of process discipline, accuracy, and data governance. I combine that with a growing proficiency in AI-assisted labeling workflows, using automation and validation tools to speed up throughput while preserving label integrity. This blend of technical structure, adaptability, and emerging AI literacy allows me to deliver annotation work that’s both reliable and aligned with real-world machine learning objectives.

Labeling Experience

Education

Work History