Obot D.

Key Skills

Software

Other

Axiom AI

Top Subject Matter

Linguistic QA

Machine Translation evaluation

Localization quality assurance

Top Data Types

Text

Video

Image

Top Task Types

Text Generation

Object Detection

Question Answering

Red Teaming

Prompt + Response Writing (SFT)

Computer Programming/Coding

Freelancer Overview

AI Trainer / Linguistic Quality Reviewer — Freelance Remote Projects. Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor’s Degree, Akwa Ibom State University. AI-training focus includes data types such as Text and labeling workflows including Translation, Localization, and Evaluation.

Labeling Experience

AI Trainer / Linguistic Quality Reviewer — Freelance Remote Projects

OtherText

Performed linguistic quality reviews for AI-generated and translated content to ensure accuracy, fluency, and contextual relevance. Evaluated machine translation outputs using established QA frameworks and error classification guidelines, then provided detailed quality feedback to improve model performance. Conducted content annotation, validation, and quality checks while maintaining terminology, grammar, tone, and localization consistency.• Reviewed and scored translation/localization quality against QA criteria.• Classified errors according to provided guidelines to support targeted improvements.• Validated dataset content for correctness, consistency, and alignment with localization standards.• Recommended improvements to address recurring quality issues observed across projects.

2023 - Present

Manager — Apians Global

OtherText

Provided administrative supervision with a focus on maintaining accurate documentation and reporting systems. Coordinated workflows and ensured effective communication across teams and clients to support organizational operations. While not explicitly labeled as AI or annotation work, supported structured documentation processes that can indirectly relate to data quality practices.• Maintained records and reporting outputs with attention to accuracy.• Managed workflows and coordination to ensure timely completion of deliverables.• Supported communication and issue resolution between teams and clients.• Ensured documentation consistency for organizational activities.

2021 - Present

Education

Work History