I'm a high school student from South Korea.

I build things with AI — and I'm slowly learning to build them on my own. Most of my projects started as "wait, can I actually simulate that?"

Here's some of what I've been curious about lately 👇

piezo_hafs_108 Measured what a piezo disc actually outputs — Arduino waveform capture, real bench data — then worked backwards from d·g coefficients to design the material composition. Not a simulation. An actual research log.

swarm-sim · ▶ live demo Swarm robots mapping a space together, in your browser. Swarm-SLAM concepts

• Boids flocking + connectivity constraints, no install needed.

double-descent-grokking-lab · ▶ live demo The textbook bias–variance U-curve breaks sometimes. This one lets you watch it break — double descent and grokking, simulated numerically in one HTML file.

samsung-notes-mcp An MCP server so Claude can read my handwritten Samsung Notes. Read-only, runs entirely on my own PC. Built it because I was tired of retyping things.

• learning to write the code before I ask for it
• somewhere between "it works" and "I understand why it works"
• mostly physics sims, tiny games, and tools for my own workflow

_{still figuring it out, one repo at a time. 고등학생이고, 만들면서 배우는 중입니다 :)}