Hello and Welcome to My Portfolio

Hello, I am Emirhan.

I am a final-year Information Systems Engineering student and Software Developer focused on Machine Learning, Backend, and AI Products.

I use this site for two goals:

1. Share real engineering work with measurable outcomes.
2. Document technical decisions that move systems from prototype to production.

What You Will Find

• Applied Machine Learning & Computer Vision (such as WBC Analyzer and Kinematic Action Recognition)
• LLMs, Retrieval-Augmented Generation & Backend (such as RAG Project Assistant and Popcorn Wagon)
• API design notes, latency targets, and error-handling patterns
• Lessons learned from production constraints

Who Is This For?

• Technical teams and hiring managers
• Developers working on similar problems
• My future self tracking long-term growth

Highlights: 98.5% validation accuracy in pathology AI, 89.0% OOD performance, and 95%+ success rate on production backend transactions.