Key Skills

Software

Appen

Axiom AI

Clickworker

Data Annotation Tech

Labelbox

Lionbridge

Mercor

OneForma

Remotasks

Telus

Scale AI

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Document

Text

Top Task Types

Audio Recording

Bounding Box

Data Collection

Emotion Recognition

Evaluation Rating

Freelancer Overview

I have extensive experience in data labeling and AI training workflows through projects with Appen, Telus International, OneForma, and Scale AI. Across these platforms, I’ve worked on diverse annotation tasks including search relevance, content safety classification, audio/text transcription, intent detection, and conversational AI evaluation. I’m highly skilled in following complex guidelines, maintaining consistency, and delivering high-quality annotations within tight deadlines. My background also includes hands-on involvement in quality assurance, guideline interpretation, and multi-layer validation of model outputs particularly for LLM preference ranking and safety scoring. This combination of platform experience, domain versatility, and strong analytical judgment enables me to contribute highly accurate, human-like evaluations and help improve large-scale AI systems.

Labeling Experience

Education

Work History