Tamer M.

Key Skills

Software

Other

Top Subject Matter

Arabic-English AI evaluation and documentation QA (content quality, factuality, instruction-following)

Documentation QA and onboarding guidance for open-source/platform workflows

Arabic-English localization and language quality assessment

Top Data Types

Text

Document

Top Task Types

Prompt + Response Writing (SFT)

Freelancer Overview

Independent AI Workflow and Evaluation Projects (Remote). Professional background includes roles such as AI Content Reviewer and Documentation QA Specialist and Documentation and Onboarding QA Contributor. Core strengths include Other and GitHub. AI-training focus includes data types such as Text and Document and labeling workflows including Evaluation, Rating, and Prompt + Response Writing (SFT).

Labeling Experience

Arabic-English Content Review and Localization Support (Independent)

OtherText

Evaluated Arabic and English wording for naturalness, register, readability, and audience fit to improve language quality. Prepared Arabic-facing forms, reports, and operational documents with attention to clarity and cultural context. Identified awkward phrasing, mistranslation risks, missing context, and unsupported claims that could degrade user comprehension or factual integrity. • Assessed bilingual text for tone, readability, and audience appropriateness • Localized operational documents and forms for Arabic • Flagged phrasing and translation risks • Checked for missing context and unsupported claims

Present

Documentation and Onboarding QA Contributor (Open-source / platform work)

DocumentPrompt + Response Writing (SFT)

Created and reviewed contributor-facing documentation and onboarding flows, translating complex product behavior into actionable steps and acceptance notes. Opened and merged documentation improvements in public repositories, emphasizing clarity, safety boundaries, and accurate factual claims. Supported platform operators and reviewers with structured guidance and follow-up actions. • Authored onboarding/quickstart and operator-facing explanations • Improved public documentation in repositories (merged contributions) • Converted product behavior into step-by-step instructions • Maintained boundaries for private disclosure and account safety

Present

Independent AI Workflow and Evaluation Projects (Remote)

OtherText

Performed Arabic-English AI content review by assessing clarity, usefulness, consistency, and factual support for user-facing quality. Compared alternative model outputs and recorded which response better met task requirements, tone, and reader needs, using structured checklists and evidence-based notes. Produced concise recommendations and organized findings/evidence packets suitable for documentation and workflow decisions. • Reviewed AI-generated and human-written responses • Used rubric-like quality notes for consistency and factuality checks • Documented rationale for choosing among multiple outputs • Prepared evidence packets and recommendations for AI and documentation workflows

Present

Education

Work History