Computer Engineering student at Pamukkale University (4th year), focused on Computer Vision and AI/ML systems.

I don't just train models — I care about why they work, what breaks them, and how to build them properly.

• 🔭 Currently exploring ML system design and production-ready AI architectures
• 🧠 Interested in the intersection of deep learning, system design, and software craftsmanship
• 🛠️ I use AI tools actively (Claude, Windsurf, NotebookLM) — and I think critically about how I use them
• 📍 Denizli, Turkey

YOLOv8n-Pose + GRU — Image Processing Course Project

Real-time violence detection using pose estimation and temporal sequence modeling. YOLOv8n-Pose extracts skeleton keypoints per frame; a GRU network classifies motion patterns across time.

Python PyTorch YOLOv8 OpenCV GRU

ResNet50 + Triplet Loss — Multi-Agent Architecture

Individual sea turtle identification via facial features. Built a multi-agent Supervisor/Workers/BlackBoard architecture in pure Python. Fine-tuned ResNet50 with Triplet Loss, CLAHE preprocessing, Gemini Vision integration, FastAPI + JS frontend.

Python PyTorch ResNet50 Triplet Loss FastAPI Gemini Vision

Software Engineering Course — Design Patterns

Chain of Responsibility + Strategy + Factory Method patterns implemented in a production-style log middleware. Containerized with Docker, documented with full system design rationale.

Docker Design Patterns Software Architecture

• 📖 Reading The Pragmatic Programmer — thinking about software craft, not just code
• 🏗️ Learning ML system design: how models survive in production
• 🎯 Looking for internship opportunities in AI/ML or backend engineering