Ruth A.

Key Skills

Software

Clickworker

Humanatic

Labelbox

OneForma

Toloka

Appen

Top Subject Matter

Education

Data analytics

Finance

Top Data Types

Image

Video

Text

Top Task Types

Segmentation

Classification

Object Detection

Text Generation

Question Answering

Evaluation/Rating

Data Collection

Freelancer Overview

I am an ESL teacher with hands-on experience in AI training data and data annotation, having worked on projects through Toloka and Yandex for nearly two years. During this time, I completed various annotation and evaluation tasks involving text classification, search relevance, content moderation, transcription review, language evaluation, and data quality assurance. My background in English language instruction strengthened my ability to identify linguistic nuances, grammar inconsistencies, contextual meaning, and conversational accuracy — skills that are highly relevant in training and improving AI systems. What sets me apart is my strong attention to detail, consistency, and ability to follow complex project guidelines while maintaining high-quality output under deadlines. As both an educator and annotator, I have developed excellent analytical, communication, and critical-thinking skills. I am comfortable working independently, adapting quickly to new tools and workflows, and contributing to projects that require precision, reliability, and human-centered language understanding.

Labeling Experience

Data annotator

ImageEvaluation/Rating

Identifying and estimating correctness of news data report.

2021 - 2022

Education

Work History