Key Skills

Software

Appen

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Top Task Types

Audio Recording

Freelancer Overview

I’m early in my data labeling and AI training data journey, with hands-on experience from coursework, online challenges, and a few small freelance projects in text classification, entity tagging, and image bounding boxes. I’m comfortable following detailed guidelines, asking clarifying questions, and maintaining consistency through checklists and spot checks. I use basic Python (pandas, regex) and spreadsheets for simple QC, and I’ve practiced setting up small gold sets and tracking agreement at a beginner level (percent agreement/Cohen’s kappa). I’ve dabbled with tools like Labelbox and Prodigy tutorials, and I’m quick to learn new platforms. What I bring is reliability, attention to detail, and a quality-first mindset. I document edge cases, propose guideline tweaks with examples, and iterate based on feedback. I’m familiar with privacy/PII basics, labeling for safety/toxicity, and simple active-learning loops (reviewing model-disagreement samples). I’m eager to support larger teams, take on repetitive tasks accurately, and grow into more advanced QA and guideline-authoring responsibilities as I build experience.

Labeling Experience

Education

Work History