Work

Small projects with a clear reason to exist.

The work is not a wall of repos. It is a set of recurring instincts: run locally when possible, make abstractions legible, and write the boring foundation code before it becomes expensive.

Essay / 2026

The Math Remembers

A piece on model-merge forensics: using algebra and weights to tell whether an AI model is original, merged, fine-tuned, or wrapped.

LLM evidence
Tool / 2026

cratemind

Downloads and analyzes Spotify playlists locally, then sorts tracks into DJ-ready crates by genre, tempo, BPM, and key.

Audio ML
Template / 2026

Flutter base architecture

A production-ready app foundation: BLoC, flavors, FCM, themes, routing, logging, error handling, and environment config.

Mobile infra
App / 2026

Timezone Scheduler

A React and Temporal API scheduling app for creating events in one timezone and viewing them correctly in another.

Correctness
Rust / 2026

KeyValues3

A Rust library and CLI for parsing, formatting, manipulating, and converting Valve's KV3 data format to JSON.

Systems