Fan-yun Lung

Key Skills

Software

Data Annotation Tech

Labelbox

SuperAnnotate

Other

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Image

Text

Top Task Types

Audio Recording

Classification

Prompt Response Writing SFT

RLHF

Translation Localization

Freelancer Overview

I've handled over 200+ cases across various projects, with a focus on reviewing peer submissions for accuracy and guideline adherence, actively contributing to overall output quality and team consistency. I've also dedicated to projects such as creating rubrics, stress‑testing prompts, editing and labeling outputs to enhance AI model performance. Mostly been training Large Language Models employing Reinforcement Learning from Human Feedback and Evaluations.

Labeling Experience

Outlier projects

OtherTextQuestion AnsweringRLHF

- create prompts and conversation with AI chatbots to naturally lead the model to a valid failure on the final round - failures such as self-coherence, inference memory, RVE, etc. - recreate a perfect model response that meets all the criteria - create target questions/ rubrics to evaluate overall performance between two different models

- create prompts and conversation with AI chatbots to naturally lead the model to a valid failure on the final round - failures such as self-coherence, inference memory, RVE, etc. - recreate a perfect model response that meets all the criteria - create target questions/ rubrics to evaluate overall performance between two different models

2025 - 2025

AI Trainer

Data Annotation TechTextTranslation LocalizationRLHF

- creating prompts and rubrics - ranking responses according to strict guidelines to enhance overall model responses - edit model responses using RLHF - label and annotate model responses under different aspect such as instruction following, truthfulness, etc.

- creating prompts and rubrics - ranking responses according to strict guidelines to enhance overall model responses - edit model responses using RLHF - label and annotate model responses under different aspect such as instruction following, truthfulness, etc.

2025 - 2025

Transcribing audio projects

LabelboxAudioText GenerationTranslation Localization

Ensuring all words are transcribe verbatim, labeling subclass tokens and background noise correctly.

Ensuring all words are transcribe verbatim, labeling subclass tokens and background noise correctly.

2025 - 2025

Education

Work History