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Aqib User

@aqibuser1

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AI evaluation specialist focused on data quality, reasoning, and multilingual annotation.

India

Message

What I'm looking for

I seek remote roles focused on AI evaluation, autonomous agent QA, and data-quality improvement where I can apply analytical reasoning, multilingual annotation skills, and SQL/data-management experience.

I am a motivated AI evaluation and annotation professional with hands-on experience in creating and validating high-quality training datasets for machine learning and NLP systems.

My work spans text and image annotation projects where I identify inconsistencies, edge cases, and logical errors, and contribute to multilingual tasks in English, Hindi, and Urdu.

I have reviewed autonomous AI agent evaluations, defined expected behaviors for test-case gold standards, and analyzed reasoning paths to improve system robustness and edge-case coverage.

I also have practical experience in SQL and data management, with familiarity in JSON/YAML, Python, Java, C, and MySQL; I seek remote roles focused on AI evaluation, autonomous agent QA, and data quality improvement.

Experience

Work history, roles, and key accomplishments

Current

Data Annotation Specialist

Current

RWS TrainAI

Sep 2025 - Present (9 months)

Performed text and image annotation across Diamond and Ruby projects, identified inconsistencies and edge cases, and validated model-generated content to improve dataset quality for multilingual ML tasks.

Data Annotation & QA Edge Cases JSON Prompt Evaluation NLP

Freelance SQL Data Manager

Self Employed

Provided database design, data extraction, query development, and workflow optimization for freelance clients to improve data reliability and operational efficiency.

SQL MySQL Database Design Data Extraction Database Queries Workflow Optimization DBMS Data Quality