WKB
developmentA project for exploring competitive play, starting with VALORANT. I’m building tools to study broadcast footage and turn the findings into clear explanations.
Projectsresearcher. engineer. data hoarder. home automator. competitive gamer. perpetual student.
A project for exploring competitive play, starting with VALORANT. I’m building tools to study broadcast footage and turn the findings into clear explanations.
ProjectsAn offline Markdown notebook in a single HTML file. Write, organize, and export your notes without an account or server.
Projects12 projects · last 101 days to UTC · updated
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On floating gardens, mosquito spawners, and the hidden costs of machine fluency.
Read the story →Evaluating systems built from messy information. I’m interested in preserving evidence, measuring useful behavior, and understanding where a system’s outputs or actions diverge from what people intended.
Open the research folder →I like building things, understanding systems, and figuring out how to use them for Ws. Also: competitive games, home automation, gardening, and perpetual learning.
The full story →