Key Skills

Software

AWS SageMaker

CVAT

Roboflow

Top Subject Matter

LLM evaluation in Chinese and Japanese

Satellite image classification

Self-driving car imagery.

Image segmentation

Top Data Types

Image

Text

Video

Top Task Types

Polygon

Question Answering

Text Generation

Text Summarization

Translation Localization

Freelancer Overview

I have extensive experience in data labeling and AI training data preparation, including annotating images, text, and audio data with precision. I’ve used various tools for both manual and semi-automated labeling, ensuring accuracy and consistency across datasets. My work involves data cleaning, augmentation, and addressing class imbalances to enhance model performance. I also have 6 months of experience in labeling and rating AI search results, including text, images, and video/audio data. Additionally, with 5 years of experience in writing and revising technical articles in Chinese, Japanese and English, I bring a strong understanding of effective communication, which is essential in documenting and refining labeling guidelines.

Labeling Experience

Education

Work History