PROJECTS / 项目

82.6%admit vs. non-admit calls on 201 real outcomes · 65% baseline

An AI college-admissions planning platform with 100+ active users — committee-grade application review without the private-consultant price tag.

66.8%exact chord accuracy · 25% baseline

A neural network that harmonizes a melody — one chord per note — with a live demo that plays it back as MIDI and audio.

setcpm(148/4)
const chordnotes = [
  "[eb3,g3,bb3,d4]", "[f#3,c4,d4,a4]",
  "[g3,d4,f4,bb4]", "[f3,c4,d4,a4]",
  "[g3,a3,d4,f4]"
]
$Chords: note(pick(chordnotes,
    "<0 1 2 [3 4]>"))
  .struct("[x -]*4").s("supersaw")
  .lpf(slider(5000, 1000, 5000))
  .release(.6).decay(.75)

250kviews on one recorded set

Music performed by writing code in real time — 2nd place at the BitCrush Hackathon; a recording passed 250,000 views.

1,200markets in the backtest

An automated prediction-market trading system with a two-stage LLM architecture and fractional-Kelly risk management.

∞puzzles, every one solvable, none repeated

A browser puzzle game with an endless procedural generator — playable now.