Machine Learning

I have experience in machine learning and federated learning. I can work with libraries like PyTorch, Pandas, Dask, and Flower.

Son Chaeyoung from the kpop grup TWICE

PhoenixFL

PyTorch

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Go

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RabbitMQ

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React

An asynchronous solution for malicious traffic classification in heterogeneous IoT networks using federated learning

GitHub
Son Chaeyoung from the kpop grup TWICE

BarbaraFL

PyTorch

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WebSockets

A Federated Learning simulation library for tabular data built on top of PyTorch and with native Python WebSockets.

GitHub

Web Development

I have a background in web-dev, including backends with Go (clean architecture) and responsive frontends with React. I also use PostgreSQL, Redis, Docker, and can self-host applications on my VPS.

Son Chaeyoung from the kpop grup TWICE

Sapphire Frontend

React

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Tailwind CSS

A responsive social media frontend for desktop, tablet, and mobile.

Live DemoGitHub
Son Chaeyoung from the kpop grup TWICE

Sapphire Backend

Go

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Postgres

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Docker

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Redis

A Go backend with REST API, database, and authentication for a social media platform.

GitHub

Game Dev

I'm an amateur game developer, currently learning Godot. What I like about Game Dev is being able to apply both creative and analytical thinking to solve problems.

Son Chaeyoung from the kpop grup TWICE

FarmCode

Godot

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C#

A game to teach programming logic through a block-based approach. The game was tested by 30 students in a class and showed effective results.

PlayGitHub