Zeinab M.

Key Skills

Software

Don't disclose

Top Subject Matter

Biomedical/LLM Persian language evaluation

Multilingual translation

Transcription Domain Expertise

Top Data Types

Text

Audio

Document

Top Task Types

Classification

Freelancer Overview

Persian (Farsi) AI Trainer & AI Rater — Invisible Technologies (Freelance). Brings 10+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal, Proprietary Tooling, and Don't disclose. Education includes Doctor of Philosophy, Izmir Katip Çelebi University (2024) and Master of Science, Izmir Katip Çelebi University (2024). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Translation.

Labeling Experience

Persian (Farsi) AI Trainer & AI Rater — Invisible Technologies (Freelance)

Text

Evaluated and rated AI-generated Persian outputs for accuracy, fluency, cultural appropriateness, and instruction adherence to support LLM improvement. Applied biomedical domain expertise to assess task-specific correctness and provide structured feedback. Delivered localization-oriented guidance to improve safety and quality of domain-specific model responses. • Rated AI outputs against multilingual quality and instruction-following criteria • Reviewed biomedical factual accuracy and domain consistency • Provided structured feedback for model refinement and localization • Ensured outputs align with safer, domain-appropriate response expectations

2025 - Present

Drug Safety Specialist — IQVIA

TextClassification

Processed and reported individual case safety reports (ICSRs) in pharmacovigilance workflows in accordance with ICH E2A/E2B and EMA/FDA requirements. Performed ADR signal detection and benefit-risk assessment using structured medical and regulatory data. Authored case narratives with emphasis on completeness, timeline compliance, and patient safety documentation quality. • Reviewed medical and regulatory inputs for accuracy, completeness, and compliance • Conducted ADR signal detection and benefit-risk assessments • Prepared structured case narratives for global safety databases • Ensured pharmacovigilance reporting aligned with regulatory timelines

2017 - Present

AI Annotator, Translator & Transcriptionist — Upwork (Freelance)

Don't discloseText

Delivered multilingual translation, annotation, and content quality assurance across English, Persian/Farsi, and Turkish. Produced and validated written content as part of labeling-oriented work including transcription-related materials. Maintained high client trust through QA approval and dispute-free delivery. • Transcribed approximately 1,500 minutes of Persian medical audio (with 98% QA approval) • Delivered 400,000+ words of multilingual translation and content QA • Performed multilingual annotation to support dataset/content consistency • Supported long-term client reliability with zero disputes

2014 - Present

SEM AI Trainer — Amazon Project (Charvix & GRIN, Contract)

Don't discloseText

Trained, evaluated, and quality-checked AI outputs for Amazon SEM and search workflows. Rated and annotated search/advertising data to improve model accuracy, ranking relevance, and user-facing content quality. Applied multilingual QA expertise across English, Persian, and Turkish while following detailed client guidelines. • Assessed query intent, keyword relevance, and ad/content quality • Annotated and rated data for ranking and model accuracy improvements • Verified guideline compliance and task-specific accuracy across languages • Maintained consistency across high-volume evaluation tasks

Not specified

Education

Work History