Dylan C.

Key Skills

Software

Scale AI

Top Subject Matter

Machine learning training data (RLHF)

AI response evaluation

and speech transcription (English/Mandarin).

Top Data Types

Text

Video

Top Task Types

RLHF

Freelancer Overview

Writer/Fact-Checker/Data Annotator at Scale AI. Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Scale AI. Education includes Bachelor of Arts, UCSI University (2016) and High School Diploma, Chong Hwa Independent High School (2012). AI-training focus includes data types such as Text and labeling workflows including RLHF.

Labeling Experience

Writer/Fact-Checker/Data Annotator at Scale AI

Scale AITextRLHF

Served as a Writer/Fact-Checker/Data Annotator supporting machine learning tasks requiring structured human feedback. Assisted with data labeling and annotation workflows (including RLHF-related work) to improve model behavior. Developed and applied evaluation rubrics to review, fact-check, and refine prompts and AI-generated responses for accuracy, clarity, consistency, and completeness. • Labeled and annotated training data for ML use cases, including RLHF. • Evaluated prompt + response pairs using rubric-based quality checks. • Improved response quality by verifying facts and refining text attributes. • Transcribed English and Mandarin audio content with high attention to detail.

2024 - Present

Writer/Fact-Checker/Data Annotator — Scale AI/Mercor/Alignerr.

Scale AITextRLHF

Worked as a Writer/Fact-Checker/Data Annotator supporting machine learning workflows through labeling and annotation. Assisted with RLHF-related preparation by evaluating prompt/response quality and refining outputs for accuracy and completeness. Performed transcription of daily conversations and specialized audio content with a focus on high attention to detail. • Labeled and annotated data for ML tasks (RLHF). • Applied evaluation rubrics to check and refine AI-generated responses. • Transcribed English and Mandarin audio, including technical aviation communications. • Ensured outputs met standards for accuracy, clarity, consistency, and completeness.

2024 - Present

Education

Work History