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Drafts

I write short, reflective notes about system design, real-time pipelines, and the reasoning behind the projects I build. These are not tutorials - they are technical reflections, design decisions, and what I learned from building full-stack systems.

ReflectionSystems ThinkingAI-Native

Engineering in the AI Age: How I Build Real Systems as a Sophomore

A look at how I use AI tools in my workflow, what I am responsible for as the system designer, and why students today are uniquely shaped by the tools of their era.

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AI/MLSystem DesignReal-Time

Building CrisisTriageAI: Exploring the Boundary Between AI and Mental Health Support

How a late-night conversation with a friend led me to explore real-time AI triage systems and the ethical boundaries of mental health technology.

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Full-StackAI/MLPipelines

Scanning Buildings for Hidden Structural Risks: Designing the Facade Analyzer

Growing up in Istanbul shaped how I think about building safety. This article explores how the Facade Analyzer evolved from a 3D reconstruction idea into a multi-stage image pipeline.

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2025 AO

ProjectsAboutWritingContact