Kuzey Ceylan profile picture

Kuzey Ceylan

Systems & Autonomous Software Developer

Options aren't handed out. They're built. I've been building mine since I was eleven.

I develop low-level system architectures, autonomous robotic control systems, and local AI runtimes, focusing primarily on Rust and Python.

// 01 — the story

Building options.

The short version of how I got here, one commit at a time.

00 2020 · age 11 main

Behind the counter.

In 2020 the pandemic hit our family's gift shop hard. With my mom taking a job elsewhere and my dad running the store alone, my afternoons moved from home to the shop — every single day after school.

I helped because my family needed it, and I'd do it again. But it also showed me something uncomfortable: even if I had wanted to say no, there was nothing else I could have said yes to.

So I started building alternatives.
01 10th grade r&d-team

More curious than confident.

In 10th grade I signed up for my school's R&D team. I wanted to build things far more than I wanted anyone watching me do it — and that's where my first real project came from.

02 2024 · TÜBİTAK 4006 first-presentation

Taking the mic.

The TÜBİTAK 4006 Science Fair was the first time my work had a real audience: visitors from all over the city. For a while, I stood back and let my teammate do the talking.

Then I thought about the kid behind the shop counter and stepped in. When the district's director of national education came by, I invited him over and gave him the demo myself, without a script.

The shy kid gave the demo.
at the fairPresented technical demonstrations of multiple personal robotics and system software projects.
03 2025 robotics-team

One fair, then a team, then podiums.

Confidence turned out to compound. I put together a robotics team of my own, and we started entering competitions — and placing.

2nd

17th International MEB Robot Competition

Mini-Sumo category. Focused on low-level sensor fusion and real-time control algorithms.

3rd

DIY Kütahya

3rd place in both the Mini-Sumo and Maze Master categories.

04 the offer 2 options

Solo, by choice.

Then my teacher brought me a new challenge: another international robotics competition — except this time, I'd have to build the robot entirely on my own.

Turning it down would have been easy, and nobody would have blamed me. For once, saying no was a real choice. I took the harder path anyway, because resting on what I'd already won felt like the surest way to stop growing.

stay-home the offer autonomous-car by choice

Same yes as at eleven.
Different reason.

05 2026 · 18th International MEB Robot Competition autonomous-car

The crossroads bug.

I entered the Fully Autonomous Car category, my first time working on autonomous systems. A trophy would have been nice; learning how to make a car drive itself was the real goal.

The road-detection logic I started with simply couldn't handle intersections, so I rebuilt it. Race day exposed the next weak spot — light. No trophy this time, but plenty of lessons a win wouldn't have taught me.

Under the hood

Designing a Rust-based PID controller and attempting to integrate a Hailo-8 AI accelerator (YOLOv8) via PyO3 on a Raspberry Pi 5 served as an invaluable, hands-on learning experience in hardware integration.

RustPID controlRaspberry Pi 5Hailo-8YOLOv8PyO3

// 02 — highlight

1.3521° N, 103.8198° E · Singapore · 2026

Hack Club Horizons Arcana

Secured 1st place at the international coding conference and hackathon organized by the Hack Club global developer community.

From the shop counter in Turkey to first place in Singapore.

// 03 — featured work

Things I've built.

Oryxis ↗

Rust / Systems

An experimental engine built entirely in Rust, designed to talk with Large Language Models (LLMs) via API. Focuses on memory-efficient execution layers and Jarvis-like architectures.

RustROCmVulkan

Trigox

Desktop / Automation

A powerful desktop automation tool built on the Tauri framework. It utilizes a high-performance Rust backend to monitor system triggers — such as file and folder changes or application states — and automatically executes actions like webhooks, shell scripts, notifications, and custom sounds.

TauriTypeScriptRust

MEDA (Medical Exercise Interface)

Software

A healthcare software project bridging a physician interface with patient tracking. Designed with a dynamic UI in Python (CustomTkinter) and backed by secure data processing services written in Rust.

PythonCustomTkinterRust

Autonomous Vehicle Platform

Learning / Experience

My first foray into autonomous systems for the 18th International MEB Robot Competition. While the project ultimately failed to meet its functional goals, designing a Rust-based PID controller and attempting to integrate a Hailo-8 AI accelerator (YOLOv8) via PyO3 on a Raspberry Pi 5 served as an invaluable, hands-on learning experience in hardware integration.

↑ read what happened on race day
RustRaspberry Pi 5Hailo-8PyO3

Agentic flow to making readme files for projects.

MRCS ↗

Python/Rust

A tool for remote management, screen sharing, and file transfer across devices on a local network.

A fun project: when your hardware usage gets too high, it plays some funny sounds you've chosen.

// 04 — the record

Experience & Awards.

  • 2026

    1st Place Winner — Hack Club Horizons Arcana (Singapore)

    Secured 1st place at the international coding conference and hackathon organized by the Hack Club global developer community.

    1st
  • 2026

    KodeLig '26 — Kocaeli National Robotics Competition

    Participant in the national robotics technology event focused on autonomous systems.

    participant
  • 2026

    18th International MEB Robot Competition

    Competed in the Autonomous Vehicle Category. Built a software architecture using a Raspberry Pi 5, Hailo-8 AI Accelerator, and Rust.

    competitor
  • 2025

    2nd Place — 17th International MEB Robot Competition

    Secured 2nd place internationally in the Mini-Sumo category. Focused on low-level sensor fusion and real-time control algorithms.

    2nd
  • 2025

    3rd Place — DIY Kütahya

    Achieved 3rd place in both the Mini-Sumo and Maze Master robotics categories.

    3rd
  • 2024

    Presenter — TÜBİTAK 4006 Science Fair

    Presented technical demonstrations of multiple personal robotics and system software projects.

    presenter

// 05 — toolbox

Technical Skills.

Languages

Rust Python TypeScript C#

Hardware & AI

Raspberry Pi 5 Hailo-8 AI NVIDIA Jetson YOLOv8 PyO3

Environment & Tools

Arch Linux CachyOS Tauri Git / GitHub Vulkan / ROCm