Open to opportunities

Serkan User

@bindalserkan

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Senior AI Data Trainer | LLM Evaluation & RLHF | Hallucination & Bias Detection | Speech & Multimodal Annotation

Turkey

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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.

AI Data Annotator and LLM Evaluator with 4+ years of hands-on experience contributing to the development of high-quality AI systems through guideline-driven annotation and evaluation. Experienced in RLHF workflows, speech and text annotation, and multilingual (Turkish–English) data validation. Skilled in assessing model outputs for linguistic quality, factual accuracy, safety, and cultural alignment across large-scale datasets.

Previously served 10 years as an Electronic Warfare Specialist and Project Officer in the Air Force, developing strong discipline in structured analysis, protocol adherence, and working with complex data in high-stakes environments.

Recognized for delivering consistent, high-accuracy annotations, strong attention to detail, and the ability to adapt quickly across different annotation frameworks and project requirements.

Open to remote roles in AI Data Annotation, LLM Evaluation, and Localization

Experience

Work history, roles, and key accomplishments

Current

Linguistic Annotator

Current

Crowdgen

Aug 2021 - Present (4 years 10 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.

Data Annotation Quality Assurance Turkish English Data Validation Cultural Sensitivity

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.

Google Sheets Assessment Design Student Engagement Classroom Management

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.

Project Coordination Stakeholder Management Quality Reporting Process Improvement Cross Functional Communication Documentation

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.

Algorithm Development Coordination Analytical Thinking Cross Cultural Communication

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.