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Ömer

Ömer Faruk Güler

Computer Engineering Student

Building intelligent applications, backend systems, and AI-powered solutions with a focus on solving real-world problems.

Istanbul, Turkey

About

Curious, experimental, and always learning through making.

I enjoy learning new technologies, exploring different solutions to the problems I encounter, and applying what I learn to my own projects.

I am particularly interested in artificial intelligence and backend development. For me, it is not enough to build something that works; I want to understand how and why it works and improve with every project.

Journey

Education and experience.

  1. B.Sc. in Computer Engineering

    Trakya University

    I am a third-year Computer Engineering student focused on software development, artificial intelligence, and backend systems.

    Education

  2. Junior Software Engineer / AI Intern

    FlyRank AI

    I contribute to software development within an AI-focused product team.

    Experience

  3. Technical Support Engineer

    Trakya University IT Department

    I handle user requests and contribute to the diagnosis, documentation, and resolution of hardware and software incidents.

    Experience

  4. Core Team Member, External Relations

    GDG on Campus Trakya University

    I manage community partnerships, sponsorship outreach, and external communications.

    Community

Skills

Technologies I use.

Languages, tools, and technologies I actively use in my projects.

Programming

Python · TypeScript · JavaScript · C

AI & machine learning

Pandas · NumPy · scikit-learn · Jupyter

Web & backend

Next.js · REST API · Zod · Tailwind CSS

Tools & database

Git · GitHub · SQLite

Featured projects

Selected projects.

Selected work across artificial intelligence, web development, and machine learning.

AI & Backend

AI Code Reviewer MVP

A Next.js application that reviews JavaScript, TypeScript, Python, Java, C#, Go, Rust, and PHP code for security, bugs, performance, quality, and maintainability issues.

I built the API flow, Zod request and structured-output validation, server-only OpenAI key handling, severity-labelled issue cards, and overall score output.

  • Next.js
  • TypeScript
  • OpenAI API
  • Zod
  • Tailwind CSS

Web Development & SEO

Şirinler Kindergarten Website

A multi-page kindergarten website bringing together the educational approach, galleries, locations, contact details, and application flow for the Gebze and Çayırova branches.

I implemented branch-specific pages, LocalBusiness JSON-LD, metadata and sitemap, a gallery lightbox, WhatsApp application form, and Google Maps integration.

  • Next.js
  • TypeScript
  • Drizzle ORM
  • Tailwind CSS

Machine Learning

Heart Disease Classification

An educational machine-learning project that studies binary heart-disease classification using clinical and demographic features from the UCI Cleveland dataset.

I cleaned missing values, converted the target to binary form, used a stratified 80/20 split, and compared Logistic Regression, KNN, and Decision Tree models with cross-validation and classification metrics.

  • Python
  • Pandas
  • scikit-learn
  • Jupyter
  • Matplotlib

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