AI Systems Architecture
Enterprise AI for emotional intelligence. Building Pixelated Empathy — systems that actually understand human nuance instead of pattern-matching buzzwords.
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Build Systems
That Actually Matter
I'm Chad. Peer support specialist, systems builder, and digital insurgent exploring where code, care, and consciousness intersect.
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sudo list-focus
Tech Discourse & Analysis
Unfiltered analysis of AI systems, tech culture, and corporate power structures without editorial oversight or VC-approved messaging. Gem City is the embassy.
Activist & Open Source Infrastructure
Tools for organizers and activists. Open source infrastructure that empowers the marginalized and questions power structures.
Privacy-First Systems
Privacy-first, decentralized where possible. Build for the long haul. Question every dependency. Keep it human-scale.
cat /etc/philosophy
Question & Discover
Think too much about the intersection of AI, society, and what it means to build technology that actually matters — before writing a single line.
Build with Intent
Code as craft, not commodity. Push AI in genuinely new directions instead of chasing VC-backed hype cycles.
Maintain for the Long Haul
Build for the long haul. Question every dependency. The best code is written with one eye on the compiler and the other on the society it will shape.
cat /var/log/experience
MONDAY-CC :: MonDay Community Correctional Institute :: completed
Peer Support — sobriety, mental health, lived experience / peer-support.log
GES-DRUG-COURT :: Goodwill Easter Seals :: completed
Peer Support — Montgomery County Juvenile Drug Court, Phase IV / drug-court.log
GEMCITY.XYZ :: gemcity.xyz :: active
Digital Embassy for Tech Discourse / gemcity.xyz.log
PIXELATEDEMPATHY :: pixelatedempathy.com :: active
Enterprise AI for Emotional Intelligence / pixelated-empathy.log
ACAB.LOL :: acab.lol :: maintained
Activist Technology & Surveillance Disclosure / acab.lol.log
cat /etc/certs
BSW :: University of Cincinnati :: in progress
Social Work / social-work.degree
CDCA II :: Ohio Chemical Dependency Professionals Board :: active
Chemical Dependency Counselor Assistant — Phase II / cdca-ii.cert
PEER SUPPORT :: State of Ohio :: active
Peer Recovery Supporter Certification / peer-support.cert
ls -la /opt/stack
/opt/stack - current toolchain
chad@gemcity/opt/stackls -la
modeownersizetoolchain
drwxr-x---
Owner: chad
Size: 28K
./ai-ml
PythonFastAPIPostgreSQLOpenAI APICustom Model Fine-tuning
drwxr-x---
Owner: chadisfaction
Size: 34K
./web-systems
AstroNext.jsTypeScriptTailwindReactRust
drwxr-x---
Owner: gemcity
Size: 23K
./infrastructure
VercelSupabaseDocker
drwxr-x---
Owner: chad
Size: 12K
./peer-support
Group facilitationMotivational interviewingActive listeningConflict resolutionClient advocacy
4 directories indexed, 18 tools ready
cat /var/log/advisories
Critical // Tech Discourse
CVE-2025-GEMCITY
Critical vulnerability allowing unfiltered analysis of AI systems, tech culture, and corporate power structures without editorial oversight or VC-approved messaging.
gemcity.xyzIntentionally Unpatched
High // Emotional Intelligence
CVE-2025-PIXELATED
Enterprise-grade AI system that actually understands human nuance instead of pattern-matching buzzwords. Bypasses standard corporate AI safety filters.
pixelatedempathy.comWon't Fix — Working as Intended
Medium // Experimental Code
CVE-2025-CHADISFACTION
Unsanitized development environment containing experimental React, TypeScript, and Rust implementations. May cause spontaneous learning.
chadisfaction.techDeferred — Priority: Discovery
Critical // Surveillance Disclosure
CVE-2025-ACAB
Documentation of police technology and corporate surveillance convergence. Information hazard for law enforcement and data brokers.
acab.lolActively Maintained
# FIELD-NOTES
working principles // identities optionalExtracted from the digital manifesto and collaboration guidelines.
verifiedIf you're building something that empowers the marginalized, questions power structures, or pushes AI in genuinely new directions — let's talk.
Collaboration Guidelines
Working With Me
verifiedThe best systems are built by people who question the systems they're building. Every line of code is a political act.
Chad
Digital Manifesto
verified"Move fast and break things" — we've broken enough. Not interested in surveillance tech, extractive business models, or VC-backed hype cycles disguised as innovation.
Operating Principles
What I'm NOT Interested In