Is this for you?
I work with organizations that want to use AI practically — not just talk about it.
Three ways I can help
Every engagement starts with your business problem — not with technology.
Selected implementations
Real numbers from real engagements. Every project started with a business problem.
GenAI workshops — E.ON
Educational GenAI workshops for the organization's architects. Changing how enterprise teams approach AI-driven development.
GenAI workshops — Światłowód Inwestycje
Generative AI workshops for technical and business teams.
AI workshops — Akademia Dobrej Edukacji
AI training for teachers in Jabłonna. Changed perspectives and transformed school processes.
AI solution for PBAW — Claude Code
Custom AI tool built with Claude Code. Workshops that changed how teachers think about AI in education.
testcv.pl — Vibe Coding
AI recruitment platform built with Cursor and Bolt.new. One of the first real Vibe Code implementations. Dec 2024 – Jan 2025.
AI Stylist — Quarticon (NCBiR R&D)
Multimodal GenAI: computer vision + LLMs. My entry into generative AI, June 2022.
Companies I've worked with
Technical toolkit
Want the full career story? 25+ years, startups, enterprise — it's all on LinkedIn.
View LinkedIn profile →Frequently asked questions
Insights
Read article →AI Isn't Taking Jobs. It's Breaking Them Down – and Reassembling Them.
Boards keep asking whether AI will take jobs. The real question is: which tasks does AI already do better – and how should roles be redesigned around what remains uniquely human.
The Turing Trap – Why Replacing People with AI Diminishes Your Company's Value
Companies trying to 'replace' people with artificial intelligence fall into a trap described by one of the most important economists of the digital economy. Instead of increasing productivity, they reduce the value of human labor — and their own competitive advantage.
AI Won't Take Your People's Jobs. Someone Else Will.
A World Bank report shows that Polish companies could boost productivity by 10-15% through AI adoption. The problem isn't technical — it's a decision-making one.
Let's talk about your needs and challenges
30-minute free consultation. Tell me what challenges you're facing — I'll tell you if AI is the right answer.