Key Skills

Software

Clickworker

Scale AI

Telus

Top Subject Matter

Software Enginner

Top Data Types

Computer Code Programming

Document

Image

Top Task Types

Classification

Computer Programming Coding

Freelancer Overview

I have hands-on experience in data labeling and AI training data preparation, focusing on ensuring high-quality, structured datasets for machine learning models. My work has involved annotating diverse data types—including text, images, and audio—with a strong emphasis on consistency, accuracy, and adherence to detailed annotation guidelines. I’ve collaborated closely with data scientists and engineers to define label taxonomies, improve annotation workflows, and conduct quality assurance checks, resulting in more efficient model training and higher performance outputs. What sets me apart is my ability to balance speed with precision, along with a deep understanding of how well-labeled data impacts model outcomes. I’ve contributed to projects involving natural language processing, computer vision, and sentiment analysis, often adapting quickly to new tools such as Labelbox, Prodigy, and CVAT. My experience includes training and mentoring new annotators, developing documentation, and refining data pipelines—making me an asset in any data-centric AI initiative.

Labeling Experience

Education

Work History