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@AI-Engineering-at

AI Engineering

Lokale AI-Systeme fuer DACH-KMUs. DSGVO-konform, dokumentiert, auditierbar. Made in Austria.
AI Engineering — Local AI. Open Tools. Real Ops.

We build and operate local AI infrastructure. No cloud dependency, no data leaving your hands. 9 nodes, 3 GPUs, 37 workflows in production — self-hosted in Austria.

Alle Projekte sind bilingual (DE + EN) verfuegbar.

Live Proof (Audit-Trail)

Surface URL Status
Hash-Chain-Verifier verify.ai-engineering.at Ed25519 + Merkle, public read-only
Hub (skills + MCP-server search) hub.ai-engineering.at 900+ entries
Wiki (free articles + EU AI Act) wiki.ai-engineering.at 106+ articles

Internal operations (Mattermost, n8n-control, Grafana) sind NICHT public — Zugang nur via NetBird-VPN (10.40.100.0/24 Overlay, 5 Standorte).

Open Source

Project What it does
Wiki 106+ free articles on local AI, GDPR, EU AI Act
Hub 900+ AI skills and MCP servers — searchable, installable
NSS 3.1.1 6-layer defensive architecture for sovereign AI
Homelab MCP 8 MCP servers for Docker, Proxmox, n8n, monitoring
TuneForge Fine-tuning pipeline for local LLMs
Legal Framework EU AI Act + GDPR compliance templates
TurboQuant 100k context on RTX 3090 with TurboQuant
echo_log toolkit Audit-trail + Hash-chain libraries (Merkle + Ed25519)

Research

TurboQuant on Consumer Hardware — First European team to benchmark TurboQuant (ICLR 2026) in a homelab. 100k tokens context on RTX 3090 with only 8.5% TPS loss. Read the whitepaper

Stack

Docker Swarm Ollama n8n Grafana PostgreSQL Next.js Claude Code MCP NetBird (VPN-mesh für internal ops)

About

Founded by Joerg Fuchs — mechatronics engineer, 17 Anthropic certifications + ISC2 CC (Certified in Cybersecurity), NVIDIA Developer. ISC2-CC-Doktrin (CIA / AAA / Least-Privilege / Separation-of-Duties) operationalized in own infrastructure.

kontakt@ai-engineering.at — Eisenstadt, Austria

Connect

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  1. llama-cpp-turboquant-guide llama-cpp-turboquant-guide Public

    Practical guide: TurboQuant KV-cache quantization for llama.cpp. Run 122B models on consumer GPUs.

    Python 10 3

  2. homelab-mcp-bundle homelab-mcp-bundle Public

    8 MCP servers for self-hosted homelab infrastructure. Docker, Proxmox, n8n, monitoring, secrets.

    Python 4

  3. ai-agent-legal-framework ai-agent-legal-framework Public

    AI Agent Legal Framework — EU AI Act + GDPR compliance wizard for digital employees

    Python 3

  4. legal-scraper legal-scraper Public

    EU AI Act Legal Scraper — Automated EU/AT/DE/CH legal aggregation with full-text search and change detection

    Python 3 1

  5. wiki wiki Public

    AI Engineering Wiki — Enterprise Knowledge Base for AI, LLMs, Compliance & Self-Hosted Infrastructure

    MDX 3

  6. tuneforge tuneforge Public

    TuneForge — Fine-Tuning Pipeline for Local LLMs

    Python 3 2

Repositories

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