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David2024patton/README.md
David Patton - AI Systems Architect

LinkedIn GitHub iTaK Shield


"I build AI systems that run on your hardware, protect your data, and never need permission from the cloud."


GitHub Streak


About

I design and build privacy-first AI infrastructure across the full stack - Python, Go, TypeScript, Rust, and everything in between. From graph databases and real-time dashboards to bare-metal inference engines and autonomous agents, the focus is always the same: keep your data on your own machines where it belongs.

My work spans the full stack of sovereign AI - from raw model inference and GPU acceleration to autonomous agent orchestration, converged physical + cyber security monitoring, and data loss prevention.

The public piece of the puzzle is iTaK Shield - a privacy proxy that sits between your AI tools and cloud APIs, automatically redacting PII before anything leaves your machine.


What I Build

Domain What It Covers
🛡️ Data Loss Prevention Real-time PII detection (30+ categories), proxy-based redaction for cloud AI APIs, evidence-grade audit trails
🧠 Local AI Inference GPU acceleration, GGUF model loading, flash attention, quantization, multi-model serving
🤖 Agent Orchestration Self-healing multi-agent hierarchies, per-agent LLM assignment, tool/skill management, knowledge graphs
📡 Converged Security AI-powered camera tracking, network infrastructure monitoring, threat detection bridged into a single pane
🔀 API Gateway Routing Multi-provider failover, circuit breakers, cost-aware routing, format adaptation across LLM providers
🌐 Browser Automation CDP-native automation, 93% token reduction via snapshot patterns, stealth mode, semantic locators
🏗️ Dev Infrastructure Live preview servers, hot reload, container runtimes, real-time dashboards, monitoring and control panels

Core Competencies

Domain Stack
🏗️ Backend Python · Go · TypeScript · Rust · FastAPI · Node.js
🤖 AI / LLM llama.cpp · Ollama · OpenAI · Gemini · Anthropic · GGUF · Hugging Face
🧠 Inference Flash Attention · CUDA · Vulkan · mmap · Quantization (Q4_K_M, Q8_0)
🗄️ Data PostgreSQL · SQLite · Redis · Neo4j · Supabase · ChromaDB
🐳 Infrastructure Docker · Dokploy · Traefik · Cloudflare Tunnels · systemd
🌐 Automation CDP · Playwright · chromedp · Snapshot+Refs
📡 Integrations MCP · Discord · Telegram · Webhooks · SearXNG
🛡️ Security PII Scanning · DLP · Hash-Signed Evidence · Network Monitoring

Tech Stack




Activity

activity graph

Philosophy

Pick the right tool for the job. Keep it simple. Ship it fast. Own your data. If it can run locally, it should run locally.


Run AI locally when you can. Protect your data when you can't.


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