TikTok
Review platform content and data against internal policies and quality standards, supporting the quality of AI training datasets.
Role details: Content & data quality
Experience · 3 employers · 4 areas of focus · 3 CV tracks
I test software and content against written requirements, and I write up what I find so that someone else can check it. Most of that work was in games — FIFA at EA, Conan Exiles at Funcom — and most recently in content and data quality at TikTok. I have also completed cybersecurity and GRC programmes as preparation for a transition into junior GRC work.
Below is an overview of my roles, skills and education. Follow each role’s link for its responsibilities and examples.
Chronology · most recent first · detailed record on the work-area pages
Review platform content and data against internal policies and quality standards, supporting the quality of AI training datasets.
Role details: Content & data quality
Owned test planning, execution and reporting for complex game features, including inter-map travel, instance systems and end-game content.
Role details: Gaming QA
Developed and executed manual black-box test scenarios for FIFA and analysed the results of automated tests.
Role details: Software Testing
My content and data quality experience is included in the Software Testing CV.
Skills and tools from my CVs · GRC coursework listed separately
Languages: Romanian · English
A course-by-course programme with practice-based assessments, plus a portfolio of exercises written in the labs.
Applied projects across the programme: a governance framework, a risk assessment and an incident response playbook.
Transferable skills and further study
My QA experience has developed my approach to requirements, documentation and follow-up. My GRC studies build on those skills with governance, risk and compliance concepts. See what the GRC study covered.