Key Skills

Software

Appen

Data Annotation Tech

Labelbox

Mercor

OneForma

Remotasks

Scale AI

Telus

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Text

Video

Top Task Types

Audio Recording

Classification

Data Collection

Evaluation Rating

RLHF

Freelancer Overview

My experience is grounded in high-volume, high-accuracy work across leading platforms such as Outlier, OneForma, and Prolific. Through these engagements, I have developed a critical eye for detail and a deep understanding of how high-quality human data drives model performance. My core technical competencies include: RLHF & Fine-Tuning: Extensive experience in ranking, rewriting, and critiquing model outputs to improve reasoning capabilities and safety alignment. Prompt Engineering: proficiency in crafting complex, adversarial, and chain-of-thought prompts to test model boundaries and capabilities. Multimodal Validation: Image & Video: rigorous validation of visual data for relevance, quality, and safety compliance. Audio Generation: experience in evaluating and generating audio datasets for speech synthesis models. I am accustomed to adhering to strict project guidelines and maintaining high quality scores under tight deadlines. I understand the nuances of large language models (LLMs) and am prepared to leverage this expertise to contribute immediately to your team’s objectives. I have attached my resume for your review and look forward to discussing how my background in AI training aligns with your needs.

Labeling Experience

Education

Work History