Projects
Research, tools, and products I've built.
Syntactic Arrow of Time
ResearchForward-trained LLMs outperform backward ones. Is the asymmetry from grammar or meaning? Tested by training on POS tags only.
PythonPyTorch
Sampler-Bench
ToolWanted to understand how sampling strategies affect generation quality. Built a benchmark to find out.
PythonNext.jsTailwind v4
What Happened Today
ProductNews is noisy and biased. This generates a neutral daily summary in three languages.
Next.jsTailwind v4
CodeSqueeze
ToolPacking codebases for LLM context was tedious. This runs in-browser, no uploads.
TypeScript