

AI Product Manager at Volvo Construction Equipment
AI Product Manager at Volvo Construction Equipment
I help people from any background go from using AI to building with it, without needing to become an engineer.
I know that path because I walked it: graphic design, UX, analytics, product ownership, product management. Today I am a Senior Data Product Manager at Volvo Construction Equipment, building data products that turn machine data into decisions. I also ship small features and fixes to a production app through code review, QA and release, using GitHub Copilot, and build my own tools with Claude in my spare time.
I can help you define how to build a working solution, from idea through QA to production, with AI vibe coding. I am on that path myself right now, building CarpAI, an AI fishing colleague for carp anglers.
What we can work on: Your first AI workflow, from a weekly task to something that runs with you Vibe coding without the chaos: steer the AI, keep changes small, review and test what it writes Estimating what an AI idea will really cost, and the simplest way to build it Moving into AI-native work from any background Mindset and consistency, which decides whether any of it sticks
What I have built and published (open source, MIT license): AI Cost Toolkit: a free quiz and a Claude Skill for estimating what an AI idea will cost before you build it A Claude Skill that turns a repo's git history into a milestone recap A keyboard-shortcut task app, vibe coded in about an hour All on my GitHub: github.com/Lukasz-baldyga-ai
Background: informatics engineering degree, AI Product Management certification (Product Faculty, 2026). Now taking 10xDevs 4.0, a course on AI-native development.
Honest scope: I am a product person who builds with AI, not an ML engineer. I do not train models. If your question is outside that, I will say so.
Any role, any background: bring one real problem and we will work on it together.
Outside work: father of two girls, carp angler, host of the Limitless & Inspire podcast (Spotify).
“Postive , clear , experienced!”
“I had an insightful session with my mentor, who truly excelled in communication, motivation, and problem-solving.”
“I had a great mentoring session with Łukasz. As a Senior Product Manager, he shared his real and practical experiences from his recent company, giving me valuable insight into how product management works in practice. His guidance was clear, honest, and very helpful. I truly appreciated his time and would highly recommend him as a mentor.”