Riki Brazie

Key Skills

Software

Labelbox

Data Annotation Tech

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Document

Geospatial Tiled Imagery

Image

Text

Video

Top Label Types

Classification

Data Collection

Emotion Recognition

Evaluation Rating

Fine Tuning

Prompt Response Writing SFT

Question Answering

Red Teaming

RLHF

Text Generation

Text Summarization

Transcription

Freelancer Overview

I am an adaptable professional with hands-on experience in AI training data, annotation, and quality assurance. My work as an AI Training Specialist has given me in-depth exposure to response ranking, qualitative analysis, adversarial testing, and fine-tuning datasets, particularly for projects involving music theory and composition. I excel at aligning large language models with human preferences, safety standards, and nuanced instructions, and have a strong track record in evaluating and improving the quality of others’ submissions. My skills in prompt engineering, error analysis, and human-AI alignment allow me to deliver high-quality, reliable datasets that support advanced model development. I am passionate about creating clear, useful training data and thrive in roles that require analytical thinking, attention to detail, and collaboration across diverse teams and domains.

Labeling Experience

ATC Transcription

LabelboxAudioTranscription

Transcribing ATC audio according to strict constraints and labeling speakers and timestamps.

Transcribing ATC audio according to strict constraints and labeling speakers and timestamps.

2025

Creative Writing (Lyrics)

Data Annotation TechTextFine Tuning

I wrote golden responses for prompts asking for song lyrics, sometimes with clear constraints and sometimes very vague. I would then write CoT data to explain how I wrote the lyrics and why I made the choices I made. Depending on the task, I might be approaching it technically, my own personal style, or as a provided persona.

I wrote golden responses for prompts asking for song lyrics, sometimes with clear constraints and sometimes very vague. I would then write CoT data to explain how I wrote the lyrics and why I made the choices I made. Depending on the task, I might be approaching it technically, my own personal style, or as a provided persona.

2025 - 2025

Education

Work History