Key Skills

Software

Labelbox

Label Studio

Scale AI

Internal/Proprietary Tooling

Top Subject Matter

No subject matter listed

Top Data Types

Document

Image

Video

Top Task Types

Bounding Box

Classification

Polygon

Question Answering

Translation Localization

Freelancer Overview

I have several years of hands-on experience in AI training data, specializing in data annotation, LLM evaluation, and multimodal labeling across text, images, audio, and robotic/action videos. I have worked with leading platforms such as Turing, DataAnnotation, RWS, Cinnamon AI, and various Upwork projects, where I consistently delivered high-quality, structured datasets used for model fine-tuning and benchmarking. My work includes annotating robotic task videos, analyzing gameplay actions, transcribing medical audio, evaluating LLM outputs, verifying facts, and generating creative test scenarios to assess model robustness. What sets me apart is my ability to combine analytical thinking with clarity, precision, and adaptability. I have contributed to refining annotation guidelines, providing detailed feedback, and ensuring consistency across large datasets. With strong language skills in Vietnamese, English, and Japanese, along with a background in Psychology and Japanese Studies, I bring a unique mix of technical accuracy, linguistic sensitivity, and cross-cultural understanding that enhances AI model performance and safety.

Labeling Experience

Education

Work History