About
After studying life and environmental sciences, I moved through image processing, robot system integration, and LLM development into mobile app development. Sustainable development is the goal.
This is a personal site built with Lighthouse 100 as the target.
Sustainable development, for me, includes avoiding unnecessary computation—not just keeping code maintainable.
- iOS and Android application development
- End-to-end PoC work for LLM-powered apps
- Contract SaaS development
- Image processing verification for manufacturing automation equipment
- Selection of image processing devices and imaging tests
Education
Certifications
AI Policy
Philosophy
I decide whether to use AI by asking if it helps me go faster or farther, and choose non-LLM methods when they are the better fit.
Use Cases
- Generating routine work and supporting materials that do not require personal identity
- Using AI as filler that does not interfere with the main content
- Research use to understand model limits and performance
Do Nots
- Presenting output with no human intent or creativity as a finished work
- Intentionally generating content similar to existing copyrighted works
- Stuffing context while ignoring cost and compute resources
- Casually applying LLMs to tasks where they should not be used
Favorite Tech Stack
Work Environment
OS
I use Windows, Linux, and macOS depending on the task, and try to keep a setup where I can develop on any of them.
Editors
I switch between Zed and Neovim, choosing speed or a terminal-native workflow as the situation calls for.
Keyboard
My main keyboard right now is a Keychron C3 Pro with Red Linear switches.
dotfiles
My configs for zsh, Neovim, tmux, starship, and more are published as dotfiles on GitHub. numekudi/dotfiles
