Key Skills

Software

Appen

Clickworker

OneForma

Remotasks

Toloka

Telus

Scale AI

Top Subject Matter

No subject matter listed

Top Data Types

Document

Medical Dicom

Text

Top Task Types

Audio Recording

Data Collection

Evaluation Rating

Segmentation

Translation Localization

Freelancer Overview

I have hands-on experience in data labeling and AI training data projects through platforms such as Outlier, TELUS International, OneForma, and Appen. My work has involved a wide range of tasks including text annotation, image categorization, audio transcription, and relevance evaluation for search engines and virtual assistants. These roles have allowed me to develop a strong understanding of AI model development pipelines, data quality standards, and task-specific guidelines. What sets me apart is my consistency, attention to detail, and ability to quickly adapt to new labeling tools and quality expectations. I’ve contributed to high-volume, time-sensitive projects that support natural language processing (NLP), computer vision, and search relevance optimization for some of the world’s top tech companies. My experience ensures I can deliver accurate, structured, and reliable training data that meets the highest industry standards.

Labeling Experience

Education

Work History