Open to internship opportunities

From signal
to system.

I'm Turan İnceöz, a fourth-year Computer Engineering student at Istanbul Technical University. I build thoughtful software across machine learning, automation and low-level systems.

Based inIstanbul, Türkiye
Current chapterITU · B.Sc. 2027
Turan İnceöz outdoors in Istanbul01 / 01

Building at the intersection of data, software and real-world systems.

Machine LearningAutomationFull-stackEmbedded Systems

I'm interested in the part of engineering where a rough idea becomes a system you can test, understand and improve.

My work moves between data-driven experimentation and software fundamentals: preparing datasets, designing validation flows, modeling relational data, integrating services and reasoning close to the hardware.

I care about modularity, clear evaluation and learning through iteration. Right now, I'm documenting my projects as focused case studies while developing more reliable automated trading research workflows.

Education

Istanbul Technical University

B.Sc. in Computer Engineering

2022 — 2027Istanbul, Türkiye

Built to learn.
Documented to share.

These projects are presented as engineering stories—what the problem was, how I approached it and what I learned. Detailed case studies and visuals are being added as the work matures.

01
Machine Learning · Class Kaggle CompetitionPublished

Emotion Recognition

A reproducible four-class emotion classification pipeline designed around subject-level generalization, not just a strong validation score.

  • 1st place on the class leaderboard
  • StratifiedKFold + GroupKFold validation
  • MLP ensembles, calibration and robust preprocessing
Explore repository
02
Python · Automation · Applied MLIn development

Algorithmic Trading System

A modular research environment that brings market data, feature engineering, signal generation, backtesting and paper trading into one workflow.

  • Rule-based and data-driven signals
  • Risk-aware evaluation workflow
  • Structured logging and experiment tracking
Case study in progress
03
Full-stack · SQL · Team of 5Course project

Data-Driven Web Application

A collaborative full-stack application built around a public dataset, spanning interface work, service integration and relational data modeling.

  • Frontend and backend contributions
  • Database schema and SQL design
  • API and data-layer integration
Case study in progress
04
Assembly · Embedded SystemsSystems project

ARM Cortex-M0 Paint

A cursor-based paint application implemented under low-level register and instruction constraints, with timer-driven input and canvas updates.

  • SysTick interrupt-driven control flow
  • Memory-mapped canvas operations
  • Input processing with boundary checks
Case study in progress

A broad foundation,
a systems mindset.

Comfortable moving across layers—and still curious about what happens underneath them.

Languages

PythonC / C++C#JavaScriptAssemblyHTML / CSS

Engineering

Machine LearningData ProcessingSQLREST APIsEmbedded Systems

Exploring

AutomationCybersecuritySystem DesignFull-stack Development

Have a role, project or idea in mind?

Let's build something
worth understanding.