Key Skills

Software

AWS SageMaker

Clickworker

Doccano

Top Subject Matter

No subject matter listed

Top Data Types

Document

Image

Top Task Types

Question Answering

Freelancer Overview

I began my web annotation journey in June 2023 by tackling microtasks on platforms like Remotasks and Clickworker, honing my ability to categorize web content and tag webpage elements accurately. Through strict adherence to project guidelines, thoughtful incorporation of client feedback, and active engagement in community forums, I internalized industry best practices and annotation standards. As my proficiency grew, I transitioned to professional tools such as Tagtog, Label Studio, and custom browser-based platforms, applying them across diverse projects. I labeled data for LLM evaluation, search-engine training, and multilingual content classification—each assignment sharpening my attention to edge cases and nuance. To ensure consistency and precision, I regularly reviewed peer annotations and iterated on feedback, boosting my accuracy scores quarter over quarter. Along the way, I built deep familiarity with Named Entity Recognition (NER), semantic tagging, and web element labeling, delivering high-quality datasets that drive robust AI model performance.

Labeling Experience

Education

Work History