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Ayman Sarayreh

Ayman Sarayreh

AI-Enhanced Localization Specialist – Human-in-the-Loop & MTPE

Jordan flagAmman, Jordan
$25.00/hrEntry LevelOtherAppenToloka

Key Skills

Software

Other
AppenAppen
TolokaToloka
LabelboxLabelbox
MercorMercor

Top Subject Matter

Localization Domain Expertise
Literary Domain Expertise
Marketing Domain Expertise

Top Data Types

TextText
AudioAudio
DocumentDocument

Top Task Types

Transcription
Data Collection
Text Generation
Text Summarization
Prompt Response Writing SFT

Freelancer Overview

AI-Enhanced Localization Specialist – Human-in-the-Loop & MTPE. Brings 6+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Other. Education includes Equivalent Experience, Independent Professional Practice (2021). AI-training focus includes data types such as Text and labeling workflows including Translation and Localization.

Entry LevelEnglishArabicJapanese

Labeling Experience

AI-Enhanced Localization Specialist – Human-in-the-Loop & MTPE

OtherText
Engineered 'Human-in-the-Loop' translation workflows to bridge the gap between automated AI output and authentic communication. Performed post-editing of machine-generated translations to ensure accuracy and cultural relevance. Focused on the quality assurance of AI-produced drafts for literary and marketing content. • Leveraged CAT tools such as SDL Trados and MemoQ for consistent, efficient workflows. • Specialized in adapting idiomatic content for regional audiences. • Supported over 50 projects ensuring brand and narrative consistency. • Applied rigorous LQA processes to validate and refine AI outputs.

Engineered 'Human-in-the-Loop' translation workflows to bridge the gap between automated AI output and authentic communication. Performed post-editing of machine-generated translations to ensure accuracy and cultural relevance. Focused on the quality assurance of AI-produced drafts for literary and marketing content. • Leveraged CAT tools such as SDL Trados and MemoQ for consistent, efficient workflows. • Specialized in adapting idiomatic content for regional audiences. • Supported over 50 projects ensuring brand and narrative consistency. • Applied rigorous LQA processes to validate and refine AI outputs.

2021 - 2026

Education

I

Independent Professional Practice

Equivalent Experience, Translation and Localization

Equivalent Experience
2021 - 2021

Work History

I

Independent Practice

Senior Localization & Translation Consultant

Amman
2021 - 2026