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.

01 / 04

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

I build

  • infrastructure that scales.
  • systems that think.
  • automation pipelines.
  • private cloud environments.
  • retrieval-augmented AI systems.
  • distributed service architectures.
  • resilient networks.
  • event-driven workflows.
  • AI integration layers.
  • production-grade deployments.
  • for the next person
  • for me

Let's build something.

Message received. I'll be in touch.

marcus@marcusstrauss.dev