AI Researcher Engineer

I build end-to-end AutoML, computer vision, and machine learning solutions. Below is a snapshot of highlighted work; visit the projects page to see them all.

About me
AutoML and computer vision graphic

Featured Projects

Same card language as the projects page with short summary + visual

Nahıl AutoML cover

Nahıl AutoML

End-to-end AutoML technique that designs task-specific preprocessing, weight initialization, architecture, activation & loss, and hyperparameters automatically

PyTorch CUDA NAS Hparam Opt. GP ABCP
Project Details
Early-stage breast cancer AI cover

Early-Stage Breast Cancer Diagnosis (AI)

Supported by the Ministry of Health & TÜSEB. BIRADS classification on ~1000 radiologist-labeled mammograms with 90%+ success for mass & calcification detection

Python PyTorch YOLO Hybrid CNN Image Processing
Project Details
Campus entry/exit control AI cover

Campus Entry/Exit AI Control

Person/vehicle counting and ID tracking at 6 gates. Real-time detection and reporting by processing camera streams instantly

Python PyTorch CUDA Django SQLite
Project Details
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