Zainab Irfan

Key Skills

Software

Appen

Toloka

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Medical Dicom

Text

Top Task Types

Segmentation

Text Generation

Translation Localization

Freelancer Overview

I am a multilingual professional with hands-on experience in data annotation, transcription, and translation across English, Urdu, and Arabic. I have completed multiple projects involving audio transcription, text labeling, and translation evaluation, ensuring high-quality, accurate outputs that meet strict client standards. My experience with complex instructions and repeated quality checks has strengthened my attention to detail and ability to handle nuanced data. With a strong medical background as a Doctor of Physiotherapy, I bring domain-specific knowledge that enhances annotation accuracy in healthcare-related datasets. Combined with my expertise in languages and transcription, I am skilled at contributing to AI training data that supports machine learning models in diverse domains.

Labeling Experience

Urdu Politics audio annotation

AppenAudioEvaluation Rating

Hours data was annotated to check for quality of translation.

Hours data was annotated to check for quality of translation.

2025 - 2025

Audio annotation Project Urdu

AppenAudioSegmentation

Audios were to listened carefully and segmented according to desired requirements. the project was short term with small data

Audios were to listened carefully and segmented according to desired requirements. the project was short term with small data

2025 - 2025

arabic-urdu text checking AN

AppenTextTranslation Localization

It was a one month project with large data sets that were to checked for errors.

It was a one month project with large data sets that were to checked for errors.

2025 - 2025

Education

Work History