Open to opportunities

İzzet Can Sorna

@izzetcansorna

Message

I build production-ready computer vision systems for medical imaging, robotics, and real-time AI applications.

Turkey

Message

What I'm looking for

I'm looking to build deployable, high-performance AI products, especially in computer vision, medical imaging, robotics, and scalable deep learning systems.

I've built computer vision systems for medical imaging, including YOLOv11 models for skin-concern detection at Bluesense and brain imaging research with a 97.04% mAP score.

My work spans end-to-end diagnostic tools, from quantifying lower-eyelid malposition across 3K+ clinical images to optimizing inference to 20ms per frame for clinical hardware. I use Python, PyTorch, OpenCV, ResNet, MobileNet, and YOLOv11 to turn complex datasets into deployable AI products.

At FlyRank AI, I improved data-processing pipelines to reduce preparation time by 35% and accelerated training across 10+ datasets through feature engineering, hyperparameter tuning, and cross-validation.

I'm also a mechatronics engineer who has built an autonomous quadruped robot, real-time motion-tracking systems, responsive React interfaces, and reliable network infrastructure. I enjoy combining AI, hardware, and software to solve practical technical problems.

Experience

Work history, roles, and key accomplishments

Current

Machine Learning Engineer Intern

Current

FlyRank AI

Jun 2026 - Present (2 months)

Engineered and evaluated machine learning models, optimizing data processing pipelines and reducing data preparation time by 35%. Accelerated model training across 10+ datasets through feature engineering, hyperparameter tuning, and cross-validation.

Machine Learning Data Processing Feature Engineering Hyperparameter Tuning Cross Validation Model Evaluation