Toolkit
Toolkit
A training certificate only says that someone was there. What stayed in daily work is more interesting, so every group comes with a post where I actually use these things.
What I stand on
Product and business development
Running a product portfolio, planning where it goes, the product life cycle, and the relationships that later decide how far the company reaches.
Market and competition
Reading the market before the roadmap exists. Where the gap is, what competitors are doing, and whether the demand is real or only looks good in a presentation.
Data and decisions
A report someone actually opens is worth more than a spreadsheet that can do everything and nobody understands. I would rather count than guess.
Working with AI
Artificial intelligence in daily work: analysis, research, prototypes. After two years of using it I have a decent sense of where it saves time and where it only looks impressive.
The rest does not fit into a table. Steering a conversation to a decision, asking the awkward question at the right moment, and the patience to explain the same thing to four people in four different ways.
Where it all comes from
This is a selection. I listed the ones I reach for most often.
AI in practice
Machine learning, agents, design thinking.
- Using AI to grow a businessGoogle
- Introduction to machine learningMicrosoft
- Refining ideas with artificial intelligenceMicrosoft
- Agent vs assistant — the fundamentalsPolish Development Fund
Data and decisions
What I use to turn raw numbers into something you can talk about.
- Power BI FundamentalsAntdata
- Foundations of artificial intelligenceOPI PIB
Licences and engineering
Left from the days when I worked on things you cannot simply reset.
- SEP electrical qualificationsAssociation of Polish Electrical Engineers
- Live working up to 1 kV — installation and supervisionSEP
- Drone pilot, open category A1/A3Civil Aviation Authority of Poland
Design and product
Useful when I talk to a design engineer and to a user on the same day.
- User experience and design thinking basicsMicrosoft
- AutoCAD — intermediate levelAutodesk
- Fronius Service Partner and PV Storage — product trainingFronius
- Designer of optimal photovoltaic installationsOn sp. z o.o.
Other completed training
- AI Toolkit — a practical review of AI tools (Securitum)
- Get to know AI — practice, tools, curiosities (Securitum)
- Generative artificial intelligence (Digital University Foundation)
- Foundations of artificial intelligence — introduction and history (Digital University Foundation)
- AI from scratch. Work more effectively (Polish Development Fund)
I do not only read about tools — I build them
Nothing sorts out your thinking about technology like putting something together with your own hands. Hence the 5 tools on this site. Each one exists because I needed it myself, each one runs entirely in the browser and sends nothing to a server. On each one I also say openly how much of the code AI wrote.
The full career path and recommendations — on LinkedIn.