Christian Camacho
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Work

All work, by area

AI products

Live products under Mind Theory AI.
Live · ghostgraph.aiApr to Oct 2026
Ghostline: graph intelligence that labels every inferenceA screening and investigations platform that shows how people and entities connect, and never presents a guess as a fact. One product in the Ghostgraph.ai suite, shipped to production as 16 PRs in 11 days.
16 PRsmerged to production in 11 days
Working locallyMay to Oct 2026
Khun: live Thai–English call translation with measured guardrailsA real-time translator for calls where speakers switch between Thai and English mid-sentence, running on a laptop.
0.988 → 0.174English WER on code-switched audio
Live · lawwiki.aiDec 2025 to Oct 2026
LawWiki: California law in plain English, citation-checkedA public legal-research site with hybrid search and quote-level citation checks.
126,650+California statutes, 29 codes

Applied AI and evaluation

Models chosen and gated by measurements that can't be faked.
In production (local)Aug to Oct 2026
Transcribing near-silent audio without inventing wordsA local transcription stack that holds the leaderboard's best model back until an independent model confirms there is speech.
93.5%of no-speech clips got Whisper text
Daily driverOct 7 to 9, 2026
Claude Code on a laptop-local modelRan Anthropic's coding agent against an open-weights model on an M4 Max, with 83% fewer prompt tokens per request.
83% fewerprompt tokens per request

GTM engineering

Signal-based pipelines with verification built in.
Two dated runsJul to Sep 2026
I ran my job search like a GTM pipelineMapped the market for AI roles, scored it with parallel agents, and fact-checked every company claim before using it.
1,652unique roles mapped from 13 sources

Data and reliability engineering

Verify first, then act. Every gate proven able to fail.
DoneAug 30 to Oct 8, 2026
Deleting a terabyte safelyMoved irreplaceable media and data to cloud storage and deleted local copies only after per-file hash proof.
1.02 TiBdeleted only after hash proof

Lab

  • Trend PulseLive
    GitHub's top 100 repositories over 7, 30 and 90 days, with true watcher counts, refreshed by a scheduled GitHub Action.Next.js 14, Python fetchers, GitHub Actions
    Open
  • Ikigai QuizLive
    A career-fit quiz built on four established psychology frameworks.Next.js 14, zustand, zod
    Open
  • Call audio-route monitorPrototype
    A macOS monitor for per-process audio routing during calls, with hash-chained logs. No root and no microphone access.Python (stdlib + ctypes into CoreAudio)