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İsrafil Üzük

@srafilzk

Data Scientist at micro1, with industrial computer vision research at Flex Electronics and production-ready defect detection pipelines.

Turkey

Message

At Flex Electronics, through Carinthia UAS, I built PyFlow pipelines for label detection and image classification, using MobileNetV2 transfer learning. The resulting hardware-independent vision solution was designed for production staff to operate.

At micro1, I record, transcribe, and annotate Turkish and English speech data for AI training datasets. I also bring experience with Unity and C# development, including a puzzle title that reached 100K+ downloads and A/B testing that improved Day-7 retention by 15%.

Experience

Work history, roles, and key accomplishments

Current

Turkish Language Expert

Current

micro1

Jun 2026 - Present (4 months)

Record, transcribe, and annotate Turkish and English speech data under precise linguistic guidelines, ensuring phonetic clarity and natural language flow across AI training datasets. Collaborate with cross-functional teams on data collection and quality assurance.

Audio Data Collection Transcription Annotations Quality Assurance Linguistic Data Annotation AI Training Data

ML & Computer Vision Research Engineer

Flex Electronics

Oct 2022 - Mar 2025 (2 years 5 months)

Evaluated 13 visual programming frameworks and recommended PyFlow, reducing prototype development time. Built end-to-end PyFlow pipelines for label detection and image classification, and owned the full model lifecycle from dataset preparation to deployment packaging.

PyFlow Blender Ryven MobileNetV2 Transfer Learning Image Classification Label Detection Computer Vision Model Lifecycle Docker Kubernetes CI CD Git

Software / Game Developer

Multiple Studios & Independent Projects

Apr 2020 - Dec 2022 (2 years 8 months)

Delivered 4 titles across 4 teams, shipping real-time interactive 3D applications to iOS, Android, and Steam in 160+ countries. Ran A/B tests on UX and monetization flows, improving Day-7 retention by 15% and user acquisition by 10%.

Unity C#Object Oriented Programming SOLID CI CD Git Bitbucket A B Testing Analytics Product Telemetry SDK Integration

Education

Degrees, certifications, and relevant coursework

Carinthia University of Applied Sciences

Master of Science, Applied Data Science

2022 - 2025

MSc in Applied Data Science with thesis on Python-based visual programming frameworks for industrial image processing, conducted with Flex Electronics.