AI engineer on demand. Results in days, not months.
I am a systems designer with 15 years of experience in analysis, design, implementation, and delivery of project and process solutions. Since 2024, I have worked as a full-time AI Engineer. I build automation, AI tools, and data workflows.
Problem
What slows your company down
Most companies know AI can help. The hard part is turning that into a concrete solution that actually works.
Manual repetitive work
Reports, data entry, manual emails, and lead management take hours that a machine could handle.
Disconnected data
CRM, spreadsheets, email systems, and billing all live separately. Decisions happen without a complete picture.
Slow decision-making
The data exists, but it is not usable. Analysis takes too long and opportunities disappear before anyone captures them.
Services
Help with processes
Concrete outputs, not vague consulting. Every collaboration ends with a working tool or system.
Process automation
Workflows that save time and operating costs. CRM pipelines, email sequences, lead management — n8n, Make, Zapier, and custom scripts.
Publishing automation
Scheduling and distributing content across websites and social channels. Integrations for Ghost, WordPress, and other CMS platforms, including natural-language publishing through AI chat.
Data collection & processing
Scraping, aggregating internal and external sources, cleaning, and preparing data for decisions or further automation.
MCP servers & aggregators
Custom MCP servers for internal and external tools. Aggregators that connect multiple systems into one AI interface.
Agent skills & AI assistants
Specialized AI agents and skills for specific business processes — from customer support to internal knowledge bases.
API integrations & connections
Backend integrations between services, apps, and data. API modernization without unnecessary technical complexity.
RAG databases & model tuning
Knowledge bases over your own data and model fine-tuning for more relevant and accurate outputs.
Infrastructure & deployment
I can deploy on your own infrastructure or stand up the full stack from scratch. Docker, Nginx/Caddy, Hetzner, Cloudflare. Your data stays under your control.
Products & Web
I build websites, templates, and tools
Alongside process automation, I also build concrete products — from websites to ready-to-deploy tools.
Business websites
Modern, fast, and clear websites for companies, freelancers, and projects, focused on conversion and value communication.
Custom templates
Templates for Ghost, Obsidian, WordPress, and other platforms. Ready to use, editable, and without unnecessary complexity.
Web applications
Purpose-built web applications delivered quickly — from internal tools to customer portals.
AI tools & utilities
Specialized tools for specific tasks — generators, assistants, calculators, dashboards. Built and deployed.
Process
What working together looks like
No surprises, no unnecessary meetings. A clear path from first contact to a working result.
Discovery call
I understand your business problem and context. 30 minutes, free, no obligation.
Diagnosis & proposal
I propose a concrete solution, scope of work, and time estimate. Nothing vague.
Build & iteration
I build fast and communicate along the way. You see progress during the work, not just at the end.
Handoff & onboarding
A working tool, documentation, and handoff. A system your team can manage independently.
Tooling
What I work with
Why me
Why not a traditional agency
Systems thinking
15 years designing complex systems in construction and implementation environments. I see the whole flow, dependencies, and consequences — not just isolated tasks.
Fast delivery
Average time from idea to working tool is 4 days. No agency layers, long approvals, or waiting.
Business focus
I do not care about technical elegance for its own sake. I care whether it actually helps — and how much it saves or earns.
AI strategy & consultation
Not sure where to start? Start with a consultation.
Process audit, identification of automation opportunities, and an AI roadmap. You leave with a concrete plan — not generic recommendations and buzzwords.
- I map where AI will help in reality and where it will not
- I propose concrete solutions with cost and benefit estimates
- A roadmap you can implement step by step
Collaboration
Engagement models
Choose the format that fits your needs. Every engagement starts with a short call.
Consultation
Process audit, AI roadmap, and answers to concrete questions. You leave with a clear plan.
Project
A specific automation, AI tool, or integration. Defined output with fixed or estimated pricing.
Retainer
An AI builder on call. Priority availability, regular iterations, and continuous new ideas. Hosting of custom services, automations, and websites can be included.
Prices are indicative and depend on scope and complexity. You receive an exact offer after the discovery call.