Skip to content

Maxim Kukhto •

--
--
--
--
--
----
----
--
--
--
--
21
214
14
11
11
4
21
21
2
01
21
214
96
100
130
768
775
3
02
1
20
2
03
4
15
3
444
1
04
4
15
84
3
2
05
1
2
18
84
53
17
2
1
0
1
06
3
1
0
1
0
53
17
0
4
100
2
07
4
40
386
98
30
6
08
386
98
3
2
292
839
21
9
3
09
21
9
2
292
839
63
10
9
21
1
10
21
63
10
9
56
14
955
108
1
11
0703
1.44
2
526
82
33
1
12
45
1.38
500
0
13
2
6
390
3
14
6
2022
11
2026
2020
2026
11
2026
01
02
03
1
2
84
2020
2026
11
11
4
21
21
2
01
21
214
96
100
130
768
775
3
02
1
20
2
03
4
15
3
444
1
04
4

Fourteen systems, each measured on a real run - latency, accuracy, test counts, sweep results. Every entry opens into the problem, the approach, the numbers and the screenshots.

Selected work

  • Swarm · multi-agent orchestration with machine acceptance 11/11 checks passed 4 turns 21 с reference run 21 merged branches
  • Engineer Companion · offline RAG over medical-equipment documentation 21,214 facts indexed 96/100 benchmark accuracy 130 ms p50 latency · CPU 768/775 tests passing
  • GeoConverter · numerical geodetic calibration <1 mm round-trip error 20+ local coordinate systems Commercial release, government clients
  • VETKA_DWG · survey sketches → CAD drawings 4h→15m manual drafting time 3 surveying companies live 444 GUGK blocks in the library
  • PenaPivo / BeerLog · serverless Telegram bot + Mini App ≥84% branch coverage 3 UI languages Workers edge runtime
  • VTuber Rigger · AI auto-rigging: model or screenshots → VRM 1.0 53 bone VRM skeleton 17 expressions 2 input paths
  • Neuro Property Trade · deterministic board-game engine + custom UI 0 hardcoded tiles Godot 4 deterministic engine 100% replayable
  • Razgon Quiz · live quiz-show platform (hall, remote, builder) 386 precache entries 98 mp3 cues 30 с question fuse
  • Hermes Viz · telemetry console for an agent farm 2 292 graph nodes 839 edges 21 agents 9 models
  • Codebot · Telegram bridge to a coding-agent runtime 63 classes 10,9k LOC Java 21 no dependencies
  • Storybeam · AI video pipeline (active fork) 56 commits +14 955 lines added 108 files
  • Trading research station · systematic strategy validation 1.44 PF, 4h 2 526 trades 82% CPCV consistency 33 strategies swept
  • Streaming stateful prediction · a research problem 4–5× stronger signal 1.38× graph headroom 500k rows scanned
  • Static websites · hand-built, no libraries 2 sites 6 pages 390 px mobile width

Facts

  • Based
  • Timezone
  • Availability
  • English
  • Focus