Skip to content
View Sean-Hawks's full-sized avatar
🥀
Trying to stay alive
🥀
Trying to stay alive

Highlights

  • Pro

Block or report Sean-Hawks

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Sean-Hawks/README.md
Hawks — Dev / ML / CyberSec / HPC / Percussion

web: hawks.tw rss: hawks.tw/rss.xml discord: dc.hawks.tw mail: me@hawks.tw

About

I'm a high school student in Taipei (Taipei Municipal Da-An Vocational High School). I like writing code, playing percussion, and watching anime. Most of what I learn ends up on hawks.tw, a small personal site with notes, event write-ups, and a library of things I love.

  • 🧠 Machine learning, LLM evaluation, and a bit of HPC
  • 🔐 CyberSec: CTFs, AIS3, HITCON
  • 🖥️ Terminal tools and small self-hosted things
  • 🥁 Percussion in a wind band

Now

  • 🏆 HiPAC 2026 performance-optimisation contest: award + NVIDIA special recognition → write-up
  • 🧪 AIS3 summer program: building an LLM cybersecurity evaluation harness
  • ✍️ Using Discord as a writing tool (see discord-ink)

Projects

Project What it is
slurmtop One-screen terminal dashboard for small GPU clusters: CPU, RAM, per-GPU utilisation and the Slurm queue. Single file, no dependencies.
ais3-llm-seceval LLM cybersecurity capability evaluation harness built on Inspect AI and CTF benchmarks.
urtube.observe.tw Data-driven friend-finding site that matches people by real YouTube watch history. Contributor: profiles, handles, UI.
personal-library-site-template Markdown-first template for a personal library site: reviews, activity logs, projects, search, RSS.
discord-ink Write in Discord, publish Markdown to GitHub. Self-hosted, optional Gemini assist.
hawks-site The site itself. Next.js + Markdown, deployed to GitHub Pages.

Latest from hawks.tw


2026-08-04
初體驗 HiPAC!佳作、NVIDIA 特別獎、未來之星獎歷程

2026-07-31
什麼是 AIS3?第一次參加就上手!

2026-06-18
高中生如何學 Machine Learning?以李宏毅教授的 ML 2021 學起

2025-12-29
關於這個 Blog

More on hawks.tw/blog · Timeline

Toolbox

Toolbox: Python, C++, C, TypeScript, JavaScript, Bash, PyTorch, CUDA, Slurm, Inspect AI, Jupyter, Linux, Docker, Git, GitHub Actions, Next.js, React, Node.js, Markdown, Neovim, VS Code, Obsidian, Claude Code, Codex, Arduino, ESP32, Raspberry Pi

Activity

3D contribution graph

Pinned Loading

  1. personal-library-site-template personal-library-site-template Public template

    Markdown-first personal Library site template for reviews, activity logs, projects, search, and RSS.

    TypeScript 5

  2. slurmtop slurmtop Public

    One-screen terminal dashboard for small GPU clusters: CPU, RAM, per-GPU utilisation and the Slurm queue, with gradient bars and sparkline history. Single file, no dependencies.

    Python 12

  3. ais3-llm-seceval ais3-llm-seceval Public

    AIS3 summer program — LLM cybersecurity capability evaluation harness (Inspect AI + CTF benchmarks)

    Python 4

  4. hawks-site hawks-site Public

    Hawks 的個人網站|程式、機器學習與資安學習筆記、活動心得、管樂生活,以及動畫、電影、音樂與遊戲收藏。以 Next.js、TypeScript 與 Markdown 建置。

    TypeScript 4

  5. hackathon2026 hackathon2026 Public

    Forked from sitcon-tw/hackathon2026

    OpenAI 已讀不回計時器:ChatGPT Pro 5x 名單送出後,OpenAI 多久沒回信了?(fork 自 sitcon-tw/hackathon2026 倒數頁)

    HTML 12

  6. skyhong2002/urtube.observe.tw skyhong2002/urtube.observe.tw Public

    TypeScript 1