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TaeKyung Kwak

TaeKyung Kwak

AI/Data Engineer | Fullstack App Developer

Seoul, KR
+82 10-2123-5431
Korean, English

Background


About

About

Enjoy working with AI and Coding, with particular interest in AI/Data, Flutter, and Rust.
Development does not end at implementation — Value understanding concepts deeply and applying them to real services.
Growing as a Machine Learning Engineer and AI-driven service developer, with experience in App launches, Dataset publication, Hardware optimization, and Offline team collaboration.

Projects Experience

Projects Experience

  • Cat Can Talk

    - Present

    A Flutter + FastAPI based chatbot app, can see a real-time animated GIF of a cat's emotions.

    • Leveraged Upstage Solar Pro 2 for good performance and a low-cost API

    • Deployed on AWS EC2, Firebase.

    • Used nginx, certbot for https authentication.

  • Collatz Conjecture project

    - Present

    Generated and published a 100m Collatz sequence dataset.

    • Mathematical puzzle that has not been solved for a long time, even if it is a simple problem.

    • Published on Hugging Face with 500+ downloads, Graph page viewed 1000+ times

    • Optimized computation using Rust, C++, and Cuda

    • Draw graph using Matplotlib

  • My Blog

    - Present

    Moving from Gitbook to a site I developed myself.

    • 3,000+ view per month in Gitbook

    • I developed my own blog for freedom.

    • Use Azure static web app, Firebase, Flutter, Zola, HTML to achieve both design and SEO

    • Responsive widget that looks great on both computer and mobile.

  • mini project

    - Present

    mini

    • poe chatbot - Two philosopher chatbots available on the Poe platform, Socrates, Marcvs Avrelivs persona. https://poe.com/taery

    • d3letter - App that comes with 3 letters a day. Flutter, Gitgub Gist https://apps.apple.com/us/app/d3letters/id6752533431

    • this resume - resume-schema(json), azure static web

    • VS Code Sketchbook Theme - 80+ installs on VS Code Marketplace Featured in Flutter Developer Community, Linkedin. https://marketplace.visualstudio.com/items?itemName=taery.sketchbook-color-theme

  • project plan

    - Present

    This is a planned project.

    • Developing visualizing Keras, data structures/algorithms. Plan to use Flutter, Python packages.

    • Unity in Openai app sdk. Use three.js, gltf. https://github.com/TaeKyungg2/unity_openai_app

Skills

Skills

  • Programming

    Python

    C/C++

    Rust

    Dart/Flutter

    C#/Unity

  • Machine Learning

    Scikit-learn

    Keras/Tensorflow

    Numpy/Pandas

    LLM

  • Cloud & Infra

    AWS

    Azure

    FastAPI

    Firebase

    Elice cloud

    Google colab

  • Tools & Platforms

    Kaggle

    Hugging face

    GitHub Action

Education

Education

  • Data/AI developer Training Program (5month), Certificate Program, Seoul Software Academy(sesac)

    Apr, 2025 - Sep, 2025

    Python

    SQL

    Machine Learning

    Deep Learning

  • High School, High School, Daeyoung High School

    Mar, 2017 - Feb, 2020

    Science track

Certificates

Certificates

  • Information Processing CraftsmanNational Technical Qualification(Korea)

    Issued on: Sep 30, 2025

  • Korean Olympiad in Informatics 2013 - Seoul Regional Silver Prize, Seoul Metropolitan Office of Education

    Issued on: Sep 01, 2013