SYSTEMS & AUTOMATION ARCHITECT

I build the backend systems and automations that take the busywork out of a business.

Lead handling, onboarding, ops - the work that quietly eats your week, automated.


SELECTED WORK

Full-stack / Marketplace

DriveBridge

Full-stack marketplace platform connecting car dealerships with driving-school students.

View live -> drivebridge.de
AI / Automation

Eden Beauty Lounge

80-90%
less manual lead handling

Automated the lead-to-booking flow with an AI voice agent.

Automation

FRANDSY

83-92%
efficiency gain

Operations automation across the business.

Marketing automation

E-commerce launch pipeline

A Notion-to-Make/n8n system that builds an entire Facebook ad campaign from a form: pick the ad account, upload creatives, select interests, click create.


HOW I WORK

Three principles.

  1. 01

    Start with the logic, not the tool

    Map where the friction actually is, then build the structure around it.

  2. 02

    Deterministic first, AI where it earns its place

    Validate the flow without AI, then layer it in with strict constraints.

  3. 03

    You own it

    The systems, prompts, and workflows belong to the client.


STACK

Maken8nSupabaseGoHighLevelOpenAI & Claude APIsNode.jsPython

CONTACT

Have a system worth building?

Tell me what's eating your week.