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metrohan/README.md
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👋 Hi, I'm Metehan Günen

I’m a final-year Computer Engineering student focused on building practical systems at the intersection of AI, backend development, embedded systems, and computer vision.

Currently, I work as a Network Administrator at Pievision and Researcher at i-Lab, where I develop software and AI-driven solutions for real-world healthcare and laboratory workflows. My work spans from API design and full-stack systems to edge-device integrations, image processing, and medical/biomedical AI applications.

I enjoy building products that are not only technically solid, but also actually useful in real operational environments.


🚀 What I’m Working On

  • Biomedical AI & Computer Vision:
    Developing AI-assisted systems for surgical instrument analysis, segmentation, tracking, and damage detection.

  • Backend & Full-Stack Systems:
    Building scalable platforms, APIs, dashboards, and workflow-driven systems for laboratory and research environments.

  • IoT & Embedded Development:
    Working with Raspberry Pi, ESP32, sensors, and device-to-cloud pipelines for real-time data collection and automation.

  • Applied Research & Prototyping:
    Turning research ideas into working prototypes that combine software, hardware, and data-driven intelligence.


🔬 Current Interests

  • Computer Vision & Image Processing
  • Medical / Biomedical AI
  • Backend Architecture & API Design
  • Embedded Systems & IoT
  • Edge AI and Device Integration
  • Data Pipelines & Automation
  • Human-centered engineering for real-world workflows

🛠 Tech Stack

Languages

Python C C++ Rust Kotlin SQL HTML5 CSS3

Backend, Web & Databases

FastAPI Node.js Express.js Flask React Vite Next.js PostgreSQL MySQL MongoDB

AI / ML / Computer Vision

PyTorch TensorFlow Keras OpenCV YOLO scikit-learn

Embedded / IoT

Arduino ESP32 Raspberry Pi

Tools & Platforms

Git GitHub Docker Linux Firebase Android Studio


📌 Featured Projects

A platform that aggregates tech events, bootcamps, hackathons, and training opportunities in Turkey.
Built to help students and early-career developers discover valuable opportunities more easily.

Highlights:

  • Modernized backend with FastAPI
  • Frontend rebuilt with React + Vite
  • Responsive design with dark/light theme support
  • Improved scraping infrastructure
  • Includes a curated free education resources section

Laboratory / Research Platforms

I contribute to internal systems and research-oriented software for managing workflows, users, data, and operational processes in lab environments.

These projects involve:

  • Role-based platforms and dashboards
  • API integrations
  • Authentication / authorization flows
  • Workflow automation
  • Data management and reporting

Surgical Instrument AI Pipeline

An end-to-end system for:

  • barcode / QR-based identification
  • image capture from edge devices
  • cloud data transfer
  • segmentation and instrument analysis
  • damage detection and reporting

This project combines computer vision, embedded hardware, backend systems, and practical healthcare workflow design.


📊 GitHub Stats

metrohan metrohan

metrohan


🏆 Extras

roadmap.sh


🌍 Connect With Me

metehangunen portfolio metrohan metehangunen


✨ A Short Note

I like building systems that connect software, data, and hardware in meaningful ways.
Whether it’s a backend platform, an embedded device pipeline, or an AI-powered healthcare prototype, I enjoy turning complex ideas into practical, working products.

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