Halit Kılıç
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Portrait of Halit Kılıç

Data Science, AI & Backend Developer Konya, Türkiye

Halit Kılıç

I’m a fourth-year Computer Engineering student at Selçuk University, working across data science, AI and backend development. I like following an idea from the data all the way to a product people can use. I’m curious, quick to pick up new tools and glad to grow through feedback; in a team I share progress openly, ask early and work in small, tested steps. I’m open to internships, full-time roles and freelance work.

Internships
2
Projects
10+
Contributions this year
1,564
Technologies I use
29
Portrait of Halit Kılıç
Halit Kılıç

About

From model to product.

I study Computer Engineering at Selçuk University. I explore data and train deep learning models in Python, then turn them into secure, usable applications with C#/.NET and FastAPI.

I started data science with the Google/Coursera and BTK Akademi courses and learned the backend side in my own projects. Today I am most drawn to medical image analysis and to services that can be trusted with sensitive data.

I move in small steps with tests and documentation: Moodica has more than 700 automated tests and Yatırım Aklı’s backend has 612. I have worked with Scrum in team projects. My next goal is to put these projects in front of real users.

Focus
Data science, AI, backend
Works with
Python, C#, PyTorch, FastAPI…
Ships to
Web, desktop, Docker…
Based in
Konya, Türkiye
More about me

Stack

Technologies I use.

  • languages: C#PythonJavaSQLC
  • backend & tools: ASP.NET Core MVCEntity Framework CoreFastAPIREST APISignalRReactWindows FormsPostgreSQLMS SQL ServerDockerpytestGit & GitHub Actions
  • ai & data: PyTorchMONAIscikit-learnTransformersGensimOpenVINOGoogle GeminiPandasNumPyDeep learningImage processingNLP

01 languages

  • C#
  • Python
  • Java
  • SQL
  • C

02 backend & tools

  • ASP.NET Core MVC
  • Entity Framework Core
  • FastAPI
  • REST API
  • SignalR
  • React
  • Windows Forms
  • PostgreSQL
  • MS SQL Server
  • Docker
  • pytest
  • Git & GitHub Actions

03 ai & data

  • PyTorch
  • MONAI
  • scikit-learn
  • Transformers
  • Gensim
  • OpenVINO
  • Google Gemini
  • Pandas
  • NumPy
  • Deep learning
  • Image processing
  • NLP

Experience

Where I’ve worked and studied.

Where I have worked so far, and the degree I am still finishing.

  1. Internship

    Amasya Şeker Fabrikası

    Software Development Intern

    1 – 29 Jul 2026

    Built Yatırım Aklı, an AI-assisted portfolio tracker, from the database to the interface.

    Read the case study

  2. Internship

    Selçuk University, Faculty of Technology

    AI Developer Intern

    3 – 28 Aug 2026

    With deep learning and machine learning I built a system that segments brain tumours in MRI scans. It became the NeuroVista project.

    Read the case study

  3. Education

    Selçuk University

    Computer Engineering (BSc)

    2023 – 2027

    Fourth year, GPA 3.43 / 4.00.

Selected work

Selected work, in one line.

Three projects across AI and backend work; each one has its own page with the details.

Code

Experiments

Smaller projects from school and from my own curiosity, and my daily work on GitHub.

1,565 contributions in the last year

@kilicchalitt
NovDecJanFebMarAprMayJunJulAugSeptOct MonWedFri
Contributions
1,565
Active days
109
Most in a day
65

Side projects

  • SOHATS

    A desktop system for patient registration and referrals at a health clinic.

    • C#
    • Windows Forms
    • ADO.NET
    • SQL Server LocalDB

  • Turkish News Classification

    Five text representations, from bag of words to BERT, compared on Turkish news.

    • Python
    • scikit-learn
    • Gensim
    • Transformers
    • PyTorch

$ git log --author=kilicchalitt -3

  • yatirim-akli-vitrin test(public): turn off the alert checker in the showcase test setup +5 −3
  • yatirim-akli-vitrin docs(public): add a design system section with screenshots to README.en.md +31 −4
  • neurovista-vitrin docs: README gerekçe tablosu ve numaralı kaynakça günlüğe ve yol haritasına işlendi +2 −2
github.com/kilicchalitt

Work together

Find the way that fits.

I’m open to internships, full-time roles and freelance work, mostly in AI and backend.

  • Internship

    Open

    Best for: Teams that want a student who has already shipped AI and backend work.

    • Deep learning and software projects behind me
    • Models in Python, services in C# or FastAPI
    • Fourth-year student, graduating in 2027
    Start a conversation

  • Full-time role

    Open

    Best for: AI or backend engineering teams hiring junior engineers.

    • From training a model to running it behind an API
    • Tests, Docker and CI from the first commit
    • Comfortable with Scrum and team reviews
    Start a conversation

  • Freelance

    Open

    Best for: Small teams that need a model, a service or a secure web app built and handed over.

    • Data preparation and model training
    • APIs and web apps in FastAPI or ASP.NET Core
    • Delivered with tests, docs and a Docker setup
    Start a conversation