I edit Liquipedia pages, maintain Lua modules, and build small tools whenever I get tired of doing the same task manually.
I am not a traditional programmer. I mostly learn by building things I need, breaking them, and asking an AI why they are broken.
- Edit and maintain Liquipedia content
- Build tools for Apex Legends esports data
- Create Lua modules and templates
- Automate repetitive wiki tasks
- Experiment with Discord bots and web applications
A web application for turning Apex Legends esports data into Liquipedia-ready wikitext.
A bot for liquipedia
Reusable Lua modules used to make Liquipedia pages easier to maintain.
- Started editing: February 2024
- Became an Editor: November 2024
- Became a Reviewer: June 2025
- Became a Trial Admin: October 2025
- Became an Admin: December 2025
More details are available on my Liquipedia user page.
- Making Apex esports data easier to use
- Removing repetitive Liquipedia work
- Improving my tools and documentation
- Learning by building questionable but occasionally useful projects
If I have to do something three times, I will probably try to automate it.


