AI Product Engineer — an AI engineer who understands business
I implement AI that genuinely takes work off your company's plate.
I'm a software engineer, not an AI marketer. I start with the business problem and finish with a working system that delivers a measurable result.

Services
Three ways to put AI to work for you
Start with an audit or go straight to a specific implementation. Every engagement ends with something that works, not a slide deck.
AI audit
I find where AI will pay off in your company — and where it isn't worth it.
- processes
- priorities
- roadmap
AI agents and Claude Skills
I automate document-heavy processes: delivery notes, invoices, e-invoicing (KSeF), orders. Less retyping, fewer errors.
- delivery notes
- invoices
- KSeF
- orders
MCP integration with your system
I connect Claude to your company data so you can talk to it in plain language.
- MCP
- Claude
- company data
Let's talk about your case
30 minutes, no strings attached. Tell me what hurts and I'll tell you honestly whether and how AI can help.
How we work
The process
A simple process where at every stage you know what you get and what it costs.
- 1
Call
30 minutes to understand the problem and check whether I can help.
- 2
Audit
Process and data analysis. We pick what will have the biggest impact.
- 3
Implementation
I build and launch the solution in your environment.
- 4
Support
Monitoring, fixes and improvements after launch.

About
An engineer who implements, not just advises
I've worked in IT since 2010 as a software engineer, team lead and engineering manager. I build Java and Node.js backends, TypeScript, frontend and PWAs. I deploy on AWS and on EU-based servers (OVH). I know what makes a system succeed beyond the demo: performance, security, maintenance.
I develop my own industry SaaS. What I offer clients, I test on my own product first.
Technologies
- Java
- Node.js
- TypeScript
- AWS
- OVH
- Frontend / PWA
- Claude
- MCP
FAQ
Frequently asked questions
Is my data safe? What about GDPR?
How much do the AI models cost to run?
How long does implementation take?
Do I need an IT department?
Do you work remotely or on-site?
Contact
Let's start with a 30-minute call
Book a slot in my calendar, call me, or write a few sentences about your company and the problem. I'll reply personally.
Book a 30-min call (opens in a new tab)