Rafiya K.

Key Skills

Software

Telus

Top Subject Matter

AI-generated content evaluation and supervised text labeling for model training

Devops engineer

Quality Control Specialist

Top Data Types

Text

Image

Audio

Top Task Types

Bounding Box

Text Generation

Evaluation/Rating

Freelancer Overview

I have experience working with AI training data and data annotation through my role as a Data Analyst (AI Trainer) with TELUS International. In this position, I evaluate AI-generated content, perform data annotation and text response assessment, and help improve AI model accuracy by identifying inconsistencies and maintaining high-quality training datasets. My work requires strong attention to detail, analytical thinking, and adherence to quality standards while handling large volumes of data in a remote, fast-paced environment. What sets me apart is my combination of AI data evaluation experience, quality assurance skills, and technical background. I am experienced in data labeling, text annotation, image annotation, data classification, dataset management, and AI model evaluation. In addition, my background in technical writing and technology-focused projects has strengthened my ability to understand complex guidelines, communicate feedback clearly, and deliver accurate, consistent results that support machine learning and AI development.

Labeling Experience

Data Analyst (Data Labeling Specialist) — TELUS International

TelusText

Evaluated and analyzed AI-generated content to improve model accuracy and performance while applying project quality standards. Performed data annotation and text response evaluation, including labeling and classification of datasets according to provided guidelines. Identified inconsistencies in outputs and delivered feedback to support improvements in AI system behavior. • Annotated and labeled AI training data for downstream model performance • Assessed text responses against quality criteria • Conducted quality assessment of labeled data at scale • Met productivity and accuracy targets in a remote environment

2026 - Present

Education

Work History