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I got into this because complex things didn't have to be.
A solution you can repeat is worth more than one you can't explain.
I build for the next person — even when that person is me.

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Infrastructure Stack

A two-year evolution in self-hosted infrastructure — dual-WAN load balancing, 10Gb networking fabric, VLAN segmentation, and containerized service orchestration across dedicated hardware.

AI Policy Assistant

A RAG pipeline that monitors corporate documentation in real-time, vectorizes it on change, and surfaces accurate answers through a conversational interface — with strict source-only guardrails.

Social Intelligence Engine

An end-to-end competitive intelligence pipeline — scrapes social platforms via residential proxies, runs AI-driven sentiment analysis, and delivers structured executive reports on demand via webhook.

Private AI Inference Server

A self-hosted LLM inference server running open-source models on local GPU hardware — integrated into existing reverse proxy infrastructure and exposed as a private API endpoint for automation workflows.

UniFi ·TrueNAS ·Docker ·NGINX ·Cloudflare ·ZFS
RAG ·Pinecone ·Gemini ·Python ·n8n
Bright Data ·Gemini ·Python ·Webhooks ·Data Engineering
Ollama ·Docker ·NGINX ·Gemma 4 ·n8n

Let's build something.

Message received. I'll be in touch.

marcus@marcusstrauss.dev