Latifatun N.

Key Skills

Software

No software listed

Top Subject Matter

AI model training and LLM data quality for Indonesian/Multilingual language content

Arabic language learning content evaluation and localization

Top Data Types

Text

Audio

Top Task Types

No task types listed

Freelancer Overview

Outlier.AI — AI model training (language and data tasks). Brings 14+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Arabic Language, Al Azhar University (2021) and International Summer School Participant, Yunus Emre Enstitüsü (YEE) (2025). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

Outlier.AI — AI model training (language and data tasks)

Text

Contributed to AI model training by performing language- and data-based tasks focused on improving downstream LLM performance. Followed technical guidelines to ensure high-quality training data and maintain linguistic quality standards. Applied data evaluation methodologies to support the development of advanced AI technologies and improve model accuracy. • Audited and assessed language/data samples against quality criteria. • Ensured compliance with labeling or training guidelines provided by the organization. • Supported evaluation steps used for LLM development and refinement. • Helped enhance accuracy and natural language generation through quality data practices.

2026 - Present

LingoTalk — Internship Learning Delivery Support (Arabic)

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Supported internship learning delivery by researching and evaluating high-quality linguistic materials for curriculum localization. Assisted in analyzing, designing, and drafting course outlines and educational materials to ensure linguistic accuracy. Contributed to aligning localized learning content with target user learning models and structured syllabi. • Evaluated language materials for linguistic quality and suitability. • Managed structured syllabus content for LingoBook localization. • Drafted and reviewed course outlines and educational materials. • Assisted with curriculum alignment to learning models and objectives.

2021 - 2021

Education

Work History