marketing-automation & AI builder · available remote

I build AI & automation systems that give small teams superpowers.

Generative-AI pipelines, n8n workflows, and internal tools, designed and shipped end-to-end. I turn manual, repetitive work into systems that run on their own.

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01 / About

I work at the intersection of marketing, data, and automation, designing systems that remove manual work and let small teams punch far above their weight.

Over the past months I built the automation & AI stack for a fast-growing real-estate agency, from AI home-staging to a real-time marketing dashboard, while shipping my own products and personal tools on the side. I like owning a problem from first idea to production.

▸ now   marketing automation & AI · freelance & remote ▸ next   MSc Finance & Data ▸ stack   n8n · Python · LLMs · APIs
32
active n8n workflows
~720/mo
operations automated
~350h
saved every month
3
languages · DE / EN / FR
02 / Selected work

Systems I designed & shipped.

Automation & AI systems

// production systems for real-estate
flagship
01

AI Home-Staging Pipeline

Furnish an empty apartment in ~33 seconds. Raw listing photos go in, fully-staged interiors come out. It replaces a €150–400, multi-day photo shoot with an automated pipeline.

n8nimage modelsCRM API~175 listings/mo
Empty room before staging
AI-furnished room after staging
BEFORE AFTER · AI
LIVE SIMULATOR ✦
02

Real-time Marketing Dashboard

One screen to decide. Search Console, Analytics, PageSpeed and Gemini AI analysis merged into a single live view, with prioritised, AI-generated recommendations. No more scattered manual exports.

GA4Search ConsolePageSpeedGemini
Real-time marketing dashboard
INTERACTIVE SIM ✦ 03

Multilingual SEO Engine

Authority content at ~€0.30 per article, generated in German, English and French. An editorial agency charges €60–120k a year.

n8nGoogle AutocompleteGemini3 Personas
INTERACTIVE CHAT ✦ 04

WhatsApp AI Agent

An agentic assistant on the agency's real WhatsApp number. It qualifies leads 24/7 in three languages, searches the CRM for matching listings, and writes warm prospects back into it.

Gemini 2.5 Flashn8nWhatsApp Cloud API
XML INSPECTOR ✦ 05

Deliverability Watchdog

Aggregate reports from ~12 mailbox providers, parsed and archived automatically. Silent email-deliverability problems get surfaced before they cost a sale.

n8nNocoDBDMARC
32-NODE SIM ✦ 06

The automation backbone

32 active workflows behind the scenes: lead capture, listing sync, monitoring. Together they turn ~720 manual operations a month into a system that runs itself.

n8nonOfficeself-hosted

Products

// rebuilt generic, for anyone to run

Personal builds

// nights & weekends
09

Jarvis · voice assistant

A native macOS assistant with a strict wake-word, a cinematic HUD, and a Claude "brain" that reads & writes files, searches the web, and opens apps by voice.

PythonpywebviewEdge-TTSClaude
10

Content Factory

An automated B2B clip factory: pull long-form video, cut highlights, generate faceless clips with GPT-4o & ElevenLabs, and auto-post to TikTok / YouTube / Meta.

FastAPICeleryffmpegGPT-4o

Autonomous Agents & Systems

// hermes agent & multi-agent architectures
ADVERSARIAL SIM ✦
11

Critic-Refine · Autonomous Agent Committee

A production-grade Actor-Critic-Judge committee built for Hermes Agent. Features polymorphic domain personas, mental dry-runs on edge cases (concurrency, DoS, memory leaks), and explicit trade-off synthesis before shipping verified code.

Hermes AgentMulti-AgentAutonomous SystemsSecOps & QA
01 · ACTOR Generator First-pass solution
→
02 · AUDIT Polymorphic Critic Adversarial teardown
→
03 · SYNTHESIS Judge Arbitrator Dry-run & trade-offs
03 / Production Tools

Featured Engines & Workflows.

ZERO SUBSCRIPTIONS · INSTANT ZIP

Flagship self-hosted automation systems, autonomous AI agents, and programmatic content engines. Download once, own the code forever.

AI Virtual Home Staging Micro-SaaS & Agency Kit FLAGSHIP MICRO-SAAS 39 €

AI Virtual Home Staging Micro-SaaS & Agency Kit

Full production pipeline furnishing empty property photos in under 35 seconds. Complete with webhook API, custom presets, and architecture guide.

n8nNano Banana ProMicro-SaaSReal Estate
Autonomous AI Memory & RAG Sync (Notion + Airtable) AUTONOMOUS RAG 19 €

Autonomous AI Memory & RAG Sync (Notion + Airtable)

Zero-maintenance continuous RAG sync engine between Notion databases, Airtable CRM, and Gemini embeddings for autonomous multi-agent systems.

n8nRAG SyncNotion APIAirtableGemini
Autonomous B2B Lead Enrichment & Scoring Agent B2B AGENT 19 €

Autonomous B2B Lead Enrichment & Scoring Agent

High-throughput pipeline that scrapes ICP prospect domains, discovers verified professional emails via Hunter API, and scores lead intent with LLMs.

n8nLead ScoringHunter.ioAutonomous Agent
Looking for the full arsenal?
Browse all 6 production-ready automation scripts, n8n workflows & SEO engines.
Explore Full Catalog (6 Tools) →
04 / Toolbox

The stack I build with.

Automation
  • n8n
  • Make
  • Webhooks
  • REST APIs
Code
  • Python
  • JavaScript / TS
  • Next.js
  • FastAPI · Docker
AI / LLMs
  • GPT-4o
  • Claude
  • Gemini
  • ElevenLabs
  • Hermes Agent
  • Multi-Agent Systems
Data / Infra
  • PostgreSQL
  • NocoDB
  • Google Analytics
  • VPS · self-hosting
05 / Contact

Let's build something.

Automation, an AI pipeline, or an internal tool that should just run itself? I'd love to hear about it.

manny.ruesch@gmail.com copied to clipboard