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Fatima Zahra Bouyra

Fatima Zahra Bouyra

Product Operations Specialist - Arabic Speaking (Labeling Project Management)

IRELAND flag
Dublin, Ireland
$20.00/hrIntermediateInternal Proprietary Tooling

Key Skills

Software

Internal/Proprietary Tooling

Top Subject Matter

Search Systems
Online Content
Multilingual Data (Arabic, French)

Top Data Types

TextText
VideoVideo
DocumentDocument

Top Task Types

Question Answering
Text Summarization
Evaluation Rating
Data Collection
Transcription
Object Detection
Text Generation
Classification

Freelancer Overview

Product Operations Specialist - Arabic Speaking (Labeling Project Management). Brings 4+ years of professional experience across AI training and content moderation. Education includes Bachelor of Arts, Faculty of Arts and Humanities of Ben M'sik (2018) and Baccalaureat Degree, Al Akkad High School (2015). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

IntermediateArabicFrenchEnglish

Labeling Experience

Product Operations Specialist - Arabic Speaking (Labeling Project Management)

Text
Managed labeling projects to provide critical data for improving search systems on an international platform. Led the organization, training, and execution of labeling workflows across multiple markets, ensuring quality and accuracy. Oversaw quality assurance processes, capacity planning, and performance metrics for ongoing projects. • Developed project timelines, trained global teams, and created custom labeling queues. • Produced key performance metrics and conducted daily RCA and trend analysis. • Evaluated project impact relative to algorithm improvements in search systems. • Aligned quality assurance and vendor resources with evolving project pipelines.

Managed labeling projects to provide critical data for improving search systems on an international platform. Led the organization, training, and execution of labeling workflows across multiple markets, ensuring quality and accuracy. Oversaw quality assurance processes, capacity planning, and performance metrics for ongoing projects. • Developed project timelines, trained global teams, and created custom labeling queues. • Produced key performance metrics and conducted daily RCA and trend analysis. • Evaluated project impact relative to algorithm improvements in search systems. • Aligned quality assurance and vendor resources with evolving project pipelines.

2021 - Present

Search Operations Quality Assurance - Arabic and French (Labeling/Evaluation)

Text
Executed a wide array of short-term and ad hoc quality assurance labeling projects with a focus on rapid adaptation to shifting SOPs and project requirements. Collaborated across teams to ensure accurate delivery and review of labeled tasks. Designed, delivered, and managed onboarding and training programs to raise policy enforcement accuracy. • Provided mentorship and support for new QA team members focused on data labeling. • Conducted calibration, RCA, and deep dive sessions for project quality management. • Maintained an annual accuracy average of 98.77% across all assigned projects. • Partnered with BPO, policy, and project owners to resolve labeling issues and clarify guidelines.

Executed a wide array of short-term and ad hoc quality assurance labeling projects with a focus on rapid adaptation to shifting SOPs and project requirements. Collaborated across teams to ensure accurate delivery and review of labeled tasks. Designed, delivered, and managed onboarding and training programs to raise policy enforcement accuracy. • Provided mentorship and support for new QA team members focused on data labeling. • Conducted calibration, RCA, and deep dive sessions for project quality management. • Maintained an annual accuracy average of 98.77% across all assigned projects. • Partnered with BPO, policy, and project owners to resolve labeling issues and clarify guidelines.

2023 - 2025

Education

I

I - to - I

Level 5 Online TEFL Diploma, Teaching English as a Foreign Language

Level 5 Online TEFL Diploma
2020 - 2020
F

Faculty of Arts and Humanities of Ben M'sik

Bachelor of Arts, American Culture Studies

Bachelor of Arts
2017 - 2018

Work History

T

TikTok

Live Team Advisor

Dublin
2021 - 2023
T

TikTok

Community Content Specialist

Dublin
2020 - 2021