Serkan User
@serkanuser1
LLM evaluator and data analyst bridging military rigor with AI data quality.
What I'm looking for
I am a detail-oriented analyst transitioning from a 10-year career as an Air Force Electronic Warfare Officer into AI data operations and analytics. I apply structured reasoning and high annotation standards to improve model outputs and data quality.
Currently I work as a Linguistic Annotator and LLM Evaluator, evaluating and annotating large-scale multilingual datasets for linguistic accuracy, cultural appropriateness, and safety compliance. I generate and refine Turkish and English text samples while identifying factual inaccuracies, logical inconsistencies, and cultural mismatches.
My technical toolkit includes SQL, R, Tableau, Power BI, Google Sheets and data visualization and cleaning practices, bolstered by the Google Data Analytics Certificate and Microsoft/Azure certifications. I have experience building tooling—such as Google Sheets scoring tools—that reduced grading time dramatically.
I combine military precision, international teaching experience, and cross-cultural communication to bridge technical AI outputs with real-world user expectations. I am collaborative, adaptable, and open to remote roles in AI data operations, annotation, and analytics.
Experience
Work history, roles, and key accomplishments
Linguistic Annotator
Crowdgen
Aug 2021 - Present (4 years 7 months)
Evaluated and annotated LLM outputs for linguistic accuracy, cultural appropriateness, and safety compliance across large multilingual datasets, improving training-data quality and reducing error rates in model responses.
English Language Teacher
Szkoła The Best Language School
Aug 2024 - Jul 2025 (11 months)
Taught English to young learners using communicative methods and built a Google Sheets scoring tool that reduced Cambridge Mock Exam grading time from 6–7 hours to 1–2 hours per session.
Project Coordinator
PRF ARGE Inc.
Sep 2021 - Feb 2023 (1 year 5 months)
Coordinated technical workflows between engineering teams and stakeholders, tracked project risks and quality metrics, and maintained structured reporting to improve process reliability.
Technical & Executive Officer
Turkish Air Force
Sep 2011 - Oct 2020 (9 years 1 month)
Analyzed radar signal data and developed rule-based detection algorithms to support operational decisions, delivered data-driven briefings to multinational teams, and coordinated NATO joint operations.
Education
Degrees, certifications, and relevant coursework
Turkish Air Force Academy
Bachelor of Science, Electronics Engineering
2007 - 2011
Completed a Bachelor of Science in Electronics Engineering with coursework and training focused on electronics and signal analysis relevant to military operations.
Availability
Location
Authorized to work in
Job categories
Skills
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