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Research
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@openSUSE @conda-forge @ultralytics @gdgsamsun

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onuralpszr/README.md

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👋 Greetings Everyone!

I'm Onuralp, a seasoned Senior ML Engineer / Software Engineer @Ultralytics with expertise in Python 🐍, Kotlin 📱, C++ ⚙️, and Rust 🦀.
My passion lies in the dynamic fields of Computer Vision 👁️, Machine Learning 🤖, and Deep Learning 🧠. Beyond development, I have a strong foundation in DevOps and MLOps, ensuring seamless deployment, automation, and scalability of cutting-edge solutions 🚀.

🐧 Open Source & Community

I am a long-term Contributor and Mindshare Member, Fedora KDE SIG Member, Fedora Website and Apps Team Member, and RPM Packager at the Fedora Project. I am also an Organizer and Speaker at GDG Samsun, where I share insights on Deep Learning, Machine Learning, Computer Vision, and Vision-Language Models (VLMs).

In addition to my community work, I contribute to a variety of FLOSS and OSS projects across GitHub, GitLab, and Pagure always aiming to build together and make open source a better place for everyone.

🔍 Professional Work

On the backend, I primarily use Python, while on the mobile side, I work with Kotlin and Flutter, leveraging Google technologies such as ARCore, MediaPipe, Firebase, FlatBuffers, ONNX Runtime, and ncnn.

On the ML side, I work extensively with Ultralytics, where I am a Senior Machine Learning Engineer, developing and maintaining cutting-edge computer vision tools and YOLO models. My primary deep learning framework is PyTorch, which I use for model training, fine-tuning, and deployment workflows.

I also contribute to related open-source projects such as ExecuTorch an efficient on-device inference framework from PyTorch, and ONNXSlim a lightweight ONNX optimization toolkit.

In addition, I have experience with other frameworks like TensorFlow, TensorBoard, Keras, and JAX, which I occasionally use for experimentation and cross-framework integration.

I also use the Unity engine for creating AR and ML applications.

🧠 Open Source Projects

In addition to my diverse skill set, I am actively contributing and co-maintaner to a computer vision project named sahi is an open-source project that provides a simple and efficient way to perform slicing-based inference for object detection models. It is designed to work with various deep learning frameworks and models, making it a versatile tool for computer vision tasks. In past I was a co-maintaner to Supervision. Supervision is dedicated to crafting reusable computer vision tools tailored to a wide array of needs. These projects are embodies my commitment to advancing the field of computer vision, offering robust solutions that empower developers and researchers alike.

I am also contributing various FLOSS and OSS projects around GitHub/Gitlab/Pagure and other platforms to make everyone happy and doing better projects together.

🌱 Hacktoberfest Journey

I’ve proudly participated in Hacktoberfest every year since 2022, completing four consecutive years (2022, 2023, 2024, 2025).
Through this journey, I’ve contributed dozens of PRs, met inspiring developers from around the world, and grown both technically and personally.

💚 For me, Hacktoberfest isn’t just about code — it’s about people, learning, and giving back to the community. I’m also part of the Holopin x Hacktoberfest: 5 Badge Club, celebrating those who’ve contributed continuously since 2022. And yes, somewhere out there, a tree is growing in my name — a small but meaningful reminder that code can make a difference beyond the screen 🌍.

🧩 Let’s Connect

I’m always open to collaborating, contributing, or just talking about open source, computer vision, and AI.
Feel free to reach out or check out my latest work here on GitHub! 🚀



Onuralp's GitHub stats Onuralp's GitHub Streak stats

Here is my Arsenal Tools and Skills I use;

Programming

Python Kotlin Dart cpp c GNU Bash JavaScript TypeScript HTML CSS Rust

Backend-as-a-Service (Baas)

Firebase Appwrite

Web Servers

Nginx Apache Traefik

Framework & Libraries

FastAPI Django Django Rest Framework Flask Angular Qt Flutter Android Tensorflow PyTorch PyTorch PyTorch Onnx Onnx-runtime OpenCV Mediapipe luxonis-depthai-core

Game Engines

Unity UnrealEngine Godotengine

Databases

PostgreSql SQLite MySQL MariaDB

VPN Servers

WireGuard OpenVPN

Virtualization Platforms

QEMU VirtualBox VMware VMwareESXI

Software and tools

Git Meson Cmake Docker Podman Dependabot Nvidia LLVM Postman Conventional Commits Stack Overflow Visual Studio Code PyCharm Clion Android Studio Jupyter Kubernetes Blender GithubActions Anaconda Ansible

Linux Distributions

Fedora CentOS RHEL OpenSUSE Ubuntu Debian

Platforms

Linux Windows OSX

Cloud Providers

Amazon AWS Azure Google Cloud

Current project(s) I'm working/worked on

Useful links

If you want to stay in touch with me, these links can be useful.

Certifcations

@osezer's Holopin board

Mentorship Programs

Volunteer Work

Pinned Loading

  1. CvCamera-Mobile CvCamera-Mobile Public

    Using OpenCv's Android Camera2(JavaCamera2View) with OpenCV 4.10.0

    Kotlin 43 15

  2. GFPGAN-ncnn-vulkan GFPGAN-ncnn-vulkan Public

    [WIP] NCNN with Vulkan implementation of GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration

    C++ 52 9

  3. ultralytics/ultralytics ultralytics/ultralytics Public

    Ultralytics YOLO 🚀

    Python 48.1k 9.3k

  4. obss/sahi obss/sahi Public

    Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

    Python 4.9k 709