I am a versatile freelancer who blends analytical precision with creative skill. I have worked on data annotation, labeling, and test dataset creation ensuring accuracy, consistency, and reliability for AI and research projects. I’m equally comfortable on the creative side, from video editing and game testing to managing social media content with a data-driven approach. What sets me apart is my ability to follow detailed guidelines while thinking critically about edge cases and quality improvements. I work fast, communicate clearly, and treat every client’s project like my own aiming for results that are clean, polished, and genuinely useful.

user1250803

I am a versatile freelancer who blends analytical precision with creative skill. I have worked on data annotation, labeling, and test dataset creation ensuring accuracy, consistency, and reliability for AI and research projects. I’m equally comfortable on the creative side, from video editing and game testing to managing social media content with a data-driven approach. What sets me apart is my ability to follow detailed guidelines while thinking critically about edge cases and quality improvements. I work fast, communicate clearly, and treat every client’s project like my own aiming for results that are clean, polished, and genuinely useful.

Available to hire

I am a versatile freelancer who blends analytical precision with creative skill. I have worked on data annotation, labeling, and test dataset creation ensuring accuracy, consistency, and reliability for AI and research projects. I’m equally comfortable on the creative side, from video editing and game testing to managing social media content with a data-driven approach. What sets me apart is my ability to follow detailed guidelines while thinking critically about edge cases and quality improvements. I work fast, communicate clearly, and treat every client’s project like my own aiming for results that are clean, polished, and genuinely useful.

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Work Experience

Game Tester and QA Analyst at PlayForge Studios
November 15, 2024 - May 5, 2025
Tested new game builds for bugs, performance issues, and UX inconsistencies. Created detailed bug reports using Jira and collaborated with developers to validate fixes. Improved testing protocols by developing repeatable QA checklists that reduced reporting time by 20%.
Data Annotation Specialist at outlier
January 10, 2024 - August 9, 2025
Labeled and reviewed high-volume text datasets for AI model training. Ensured annotation consistency and accuracy across multilingual data. Collaborated with QA reviewers to resolve edge cases and refine labeling guidelines.
AI Data Operations Assistant at Scale AI (Freelance Contractor)
July 20, 2023 - March 20, 2025
Supported AI model development through structured data preparation, tagging, and test set verification. Conducted quality assurance on labeled data to identify errors and inconsistencies before deployment. Implemented workflow improvements that reduced dataset correction time by 15%.

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