Kim H.

Key Skills

Software

Scale AI

Top Subject Matter

LLM training data annotation

sentiment analysis

entity recognition

Top Data Types

Text

Image

Document

Top Task Types

No task types listed

Freelancer Overview

AI Data Trainer & Quality Analyst (Scale AI) — text data labeling and LLM quality evaluation. Brings 5+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Scale AI. Education includes Bachelor of Arts, University of Western Australia (2014) and High School Diploma, Katanning Senior High School (2010). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Data Trainer & Quality Analyst (Scale AI) — text data labeling and LLM quality evaluation

Scale AIText

Trained and evaluated large language models by labeling thousands of daily text-related data points to improve downstream model performance for major tech clients. Performed sentiment analysis, entity recognition, and prompt response scoring to reduce overall error rates. Collaborated with global teams to refine labeling guidelines and onboard new remote annotators, while maintaining consistently high accuracy and quality scores. • Labeled 2,500+ data points daily • Achieved 99.2% accuracy • Reduced error rates by 35% • Ranked in top 5% and received Star Performer awards

2023 - Present

Education

Work History