01
Knowledge systems
Research directionStructures for making complex information easier to search, connect, and reason over.
Personal site / digital lab
A quiet place for research, systems, and ideas in progress.
Independent work at the intersection of machine learning, intelligent information, and carefully made software.
01 / identity
independent researcher_
02 / principle
Make the complex legible. Keep the useful parts. Ship the next iteration.
WXCORE is an independent space for thinking in public — a personal index for experiments, software, notes, and unfinished questions.
The direction is intentionally broad: machine learning, intelligent information, research tooling, and the small details that make digital work feel clear.
Not a showcase of finished answers. A map of the questions currently worth following.
Structures for making complex information easier to search, connect, and reason over.
Small, focused experiments around representation, sequence modeling, and evaluation.
Software that turns scattered notes, code, and signals into a more useful working surface.
A place to collect the fragments that deserve a second look.
The fastest route to a good idea is often a small, honest test.
Research logs, reading notes, and implementation details will live here.
Interested in a collaboration, a technical conversation, or a useful detour?
This site is intentionally independent. It can point to one GitHub account, several accounts, organisations, or nowhere at all — the deployment lives on RackNerd.
GitHub links will appear here once the account URLs are added to src/consts.ts.