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Doğukan Erdogan

@doukanerdogan

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Computer vision engineer using Python, OpenCV, and PyTorch to build real-world detection and tracking systems.

Turkey

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What I'm looking for

I’m looking for a role where I can build and deploy computer-vision systems on real data, run rigorous evaluation/ablation studies, and ship models reliably (ONNX/Docker/CI) while collaborating to improve real-world generalization.

I’m a computer engineer specializing in computer vision, focused on projects that process real images and live video—drone imagery, live campus IP camera streams, and webcam feeds for real-time driver-style monitoring. I build end-to-end pipelines in Python with OpenCV and PyTorch, covering dataset preparation, training, ablation-based evaluation, and deployment through ONNX export and containerized inference.

My strongest value is disciplined experiment design and practical deployment: structured ablation studies, pycocotools-based evaluation, COCO/YOLO conversion, and generalization-gap analysis with experiment tracking in Weights & Biases. In drone small-object detection, I improved mAP50-95 from 0.099 to 0.203 using a three-stage study, and verified ONNX parity while delivering an interactive Streamlit demo.

Experience

Work history, roles, and key accomplishments

Software Development Intern

Hamurlabs

Jul 2023 - Aug 2023 (1 month)

Built a product management panel in PHP/CodeIgniter (MVC) with full CRUD, validation, and image upload handling. Developed a responsive e-commerce interface using Bootstrap and jQuery.

PHP CodeIgniter MVC CRUD Data Validation Bootstrap jQuery