FIG. 02 · ARGUS
the operating system for city traffic.
one nvidia dgx spark, everything local. it reads ~780 live traffic cameras, counts vehicles on-device with yolo11x, and flags a congestion cascade about 12 minutes before the official feed does. then it waits: an operator approves the fix, the bus reroutes on the map, and the system verifies the outcome and remembers the shift.
i built the entire ui, the human-in-the-loop decision flow, and the elevenlabs voice agent with the session-memory layer that took 1st in the elevenlabs challenge at nvidia hack for impact, london.
- STACK
- dgx spark · nemotron 70b · yolo11x · elevenlabs
- TEAM
- with alex pivovarov · jeffrey chang
- WON
- 1st · elevenlabs challenge
- STATUS
- shipped · all-local inference
- DATE
- jun 2026
FIG. 03 · BITESWIPE
biteswipe ships a real ios app to your pocket.
an end-to-end cooking os, designed and built solo. swipe recipes, plan a week, auto-generate the shopping list, import any recipe url. flutter front-end, supabase back-end, live on the app store. funded in part by a £3k spark grant against 150+ applicants.
- STACK
- flutter · supabase · app store
- TEAM
- solo · front to back
- WON
- £3k spark grant
- STATUS
- shipped · live
- DATE
- jan 2026
FIG. 04 · OPEN WATER
at thirteen i used gerstner waves. came back at nineteen to take it further.
at thirteen i approximated a sea with stacked sine waves. this is the version i couldn't build then: tessendorf's fft, the method the film studios use, rebuilding the surface from a wave spectrum every frame. it finds where crests fold and crusts them with foam, and the boat samples the surface to float, pitching and rolling into the swell. three.js, on the gpu. same problem, years of math later.
- METHOD
- tessendorf ifft · jacobian-determinant foam · multi-point buoyancy
- STACK
- three.js · webgl · gpu
- LINEAGE
- gerstner @ 13 → fft @ 19
- STATUS
- hobby project
- DATE
- may 2026
FIG. 05 · CONCORDIA
concordia runs live multi-agent minecraft inside the browser.
a live multi-agent minecraft simulation running in node. flying-squid hosts the world, mineflayer drives the bots, claude plans the moves, prismarine-viewer streams the view. browserpod handles the in-browser handoff so visitors can drop in, override what the agents are doing, and watch them argue about it. £250 prize at the AI in the box hackathon.
- STACK
- mineflayer · claude · browserpod (handoff)
- TEAM
- solo
- WON
- £250 · ai in the box
- STATUS
- shipped
- DATE
- may 2026
FIG. 06 · PYARMOR
i cracked a commercial code-protector at fifteen.
a windows app shipped its python locked behind pyarmor, a commercial obfuscator. i unpacked the pyinstaller binary, then beat the pyarmor layer. patched cpython's marshal loader to dump every deobfuscated module the moment it loaded, then decompiled the bytecode back to source, recovering the full original code. someone paid me to write up how.
METHODpyinstxtractor · patched marshal.c · uncompyle6 / pycdc
STACKcpython internals · c · reverse engineering
STATUSpaid disclosure · kept private · age 15
DUMP-AUDIT
~/re/login
$ ./python_patched bytecodeShifter.py Login.pyc
[+] hooked marshal.loads on patched cpython 3.8
[+] dumped 47 deobfuscated modules → ./dump
[+] decompiled → original source recovered (100%)
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