-AI Data Annotation & Rubric Development
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Experience
AI Data Annotation & Rubric Development
- Annotated datasets for machine-learning applications, ensuring accuracy, consistency, and full adherence to detailed guidelines
- Created custom evaluation rubrics for AI training data, improving labeling quality and standardization
- Categorized and evaluated data according to project-specific rules while working directly with AI systems
- Conducted quality reviews and provided feedback to refine AI model performance
University Research Papers & Essays
- Conducted extensive research and in-depth analysis of historical and cultural texts in German, English, and Arabic
- Produced structured, clear, and well-documented written reports demonstrating strong attention to detail and analytical precision
Summary
German native speaker with native-level Arabic and fluent English. Strong analytical and writing skills with extensive experience in research, precise documentation, high-accuracy data annotation, and AI-related tasks. Proven expertise in creating evaluation rubrics, analyzing complex texts, applying structured guidelines, and delivering consistent, high-quality results for machine-learning projects.
Skills
- Research & Analysis: Academic Experience In Analyzing Complex Historical, Cultural, And Literary Texts; Research Methodology; Textual Interpretation And Translation (German, English, Arabic)
- Ai Data Annotation & Labeling: Practical Experience Annotating Datasets For Machine-Learning Applications; Applying Task-Specific Guidelines With High Accuracy And Consistency
- Rubric Development & Ai Workflows: Prior Experience Creating Evaluation Rubrics And Working Directly With Ai Systems For Data Quality Assessment And Model Training Support
- Writing & Editing: Advanced German Writing Skills; Experience Structuring, Refining, And Editing Academic And Technical Texts
- Attention To Detail: Reviewing And Evaluating Content For Relevance, Correctness, Quality, And Cultural Nuance
- Technical Literacy: Comfortable Navigating Online Annotation Platforms, Following Structured Workflows, And Adapting Quickly To New Tools
Languages
Education
Freie Universität Berlin
Bachelor · History & Culture of the Near East (Arabistik) · Berlin, Germany
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Experience
Qualifications
Profile
Frequently asked questions
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is based in Berlin, Germany.
speaks the following languages: Arabic (Advanced), German (Advanced), English (Advanced).
Based on recent experience, would be well-suited for roles such as: AI Data Annotation & Rubric Development, University Research Papers & Essays.
's most recent position is AI Data Annotation & Rubric Development.
holds a Bachelor in History & Culture of the Near East (Arabistik) from Freie Universität Berlin.
The availability of needs to be confirmed.
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Calculated based on our freelancers’ daily rates as of 16 Sep 2026. Actual rates may vary depending on seniority level, experience, skill specialization, project complexity, and engagement length.
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