Abdulaziz M.

Key Skills

Software

Other

Remotasks

Top Subject Matter

Content evaluation

text dataset review

Fact-checking Domain Expertise

Top Data Types

Text

Document

Top Task Types

Text Summarization

Classification

Freelancer Overview

Independent Research & Content Analyst - Independent Research. Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other and Remotasks. Education includes Bachelor of Arts, University of Berlin (2023). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Text Summarization.

Labeling Experience

Online Tutor (Grades 1 & 2) – Remote — assessment and written feedback (2025–Present)

OtherTextText Summarization

Provided remote tutoring focused on reading comprehension and writing clarity, including structured assessment of student work. Evaluated learner responses and delivered detailed, constructive written feedback aligned to ongoing learning needs. Adapted instructional content and explanations based on individual performance and comprehension signals. • Reading comprehension and writing clarity instruction with structured evaluation • Assessment of student work and generation of detailed feedback • Adaptation of explanations based on learner needs and performance • Ongoing evaluation through continuous review of student outputs

2025 - Present

Independent Research & Content Analyst - Independent Research

RemotasksTextClassification

Provided remote research and content analysis to evaluate written materials and datasets for accuracy, consistency, and overall quality. Followed structured guidelines to classify and label information across multiple projects while producing clear analytical outputs. Conducted fact-checking and validation using reliable sources, identifying inconsistencies and ambiguous data and documenting reasoned corrections. • Reviewed and evaluated written content and datasets for accuracy, consistency, and quality • Applied structured guidelines to classify and label information across multiple projects • Produced clear summaries and analytical reports based on research findings • Conducted fact-checking and validation while justifying corrections for detected errors

2023 - Present

Data Annotation & AI Evaluation Contributor (Remote – Outlier, Remotasks) — annotation and evaluation (2023–Present)

RemotasksText

Completed data annotation, labeling, and evaluation tasks for multiple AI training projects using detailed annotation guidelines. Reviewed model-generated outputs for accuracy, relevance, and quality while maintaining consistency and precision in fast-paced workflows. Flagged ambiguous or low-quality data and escalated issues with clear written explanations and reasoning. • Data annotation and structured labeling for AI training tasks • Evaluation of model outputs for quality and task alignment • Written justifications supporting evaluation and labeling decisions • Escalation of ambiguous/low-quality items with clear explanatory notes

2023 - Present

Independent Research & Content Analyst (Remote) — content/dataset evaluation & labeling (July 2023–2025)

OtherText

Reviewed and evaluated written content and datasets to ensure accuracy, consistency, and overall quality. Applied structured guidelines to classify and label information across multiple remote projects while producing analytical outputs. Conducted fact-checking and validation using reliable sources and provided reasoned justifications for corrections when issues were found. • Accuracy, consistency, and quality assurance reviews across large volumes of tasks • Classification and labeling based on detailed annotation/guideline frameworks • Fact-checking, validation, and identification of inconsistencies or ambiguous data • Documentation of correction rationales and escalation of errors with explanations

2023 - 2025

Education

Work History