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Serkan User

@serkanuser1

LLM evaluator and data analyst bridging military rigor with AI data quality.

Turkey
Message

What I'm looking for

I seek remote roles in AI data operations, annotation, or analytics where I can apply structured reasoning, improve model quality, and work in collaborative, quality-focused teams.

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

SS

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.

Education

Degrees, certifications, and relevant coursework

TA

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.

Tech stack

Software and tools used professionally

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