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A zsh session on natlee@mainframe. whoami prints: Nat Lee, a wandering software engineer with nothing, Taipei, Taiwan. cat now.txt prints: building power-trading systems for Japan's electricity market: market and weather data pipelines, bidding tools, spot-price forecasts. echo $COMPANY prints: 'NoneType' object has no attribute. sleep forever prints: sleep: invalid time interval 'forever'.

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A winking chibi character (art by seseren)

I started out in 2018 writing crawlers and NLP models, spent a few years on computer vision and medical imaging, and now work on data platforms and forecasting for electricity trading. Backend work in Python is home base.

Most of what I build now, I build together with AI coding agents. I decide what to make, how the pieces fit and whether it actually works; the agent writes a lot of the code, and I read every change before it ships.

Claude Code Codex

Python Rust TypeScript Django PyTorch OpenCV Next.js
Docker PostgreSQL Elasticsearch Airflow

Things I've made

telepy  stars
Self-hosted reverse SSH tunnels with a live dashboard, browser terminal, SFTP and a proxy browser.
dev-dock-manager-rust  stars
A Docker dev box for each user, with a web terminal, a noVNC desktop and optional GPU.
morphkit  stars live demo
Convert and edit images, audio, video and GIFs right in the browser. Nothing gets uploaded.
stock-trading-simulation  stars live demo
A trading simulator with a price-time matching engine, bot traders and a live order book.
Blur-Generator  stars PyPI downloads
Motion, lens, Gaussian and depth-aware blur, for making blurry training data.
HEIC2PNG  stars PyPI downloads
Turn iPhone HEIC photos into PNG from the CLI, a shell pipe or Python.
Batch-crop-images  stars
Draw a crop box once and it is applied to a whole folder of images.
nipype-preprocess-on-brain-MR  stars
Brain MRI preprocessing with Nipype, FSL and ANTs: AC-PC alignment, skull stripping, segmentation.

More on my portfolio.

Upstream

  • open-remote-ssh: 8 merged PRs, including the host list in Connect to Host, known_hosts verification and ProxyJump fixes.
  • deepface: batch age and gender prediction.
  • tensorflow/models: fixes for newer TensorFlow and Python 3.
  • nipype: a docs fix.

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About

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