📈
AI Trading Lab
Data analysis, automation and testing of strategies on the cryptocurrency market. I check what can actually be measured and what only looks good on a chart.
🧪 AI LAB
I experiment, I build, I test
I test new technologies, build prototypes and check what can really be done with them. Artificial intelligence does not interest me as a trend. It interests me as a way to make things that carry real value. I build AI tools, process automations and apps that solve a specific problem. Do you have an idea? Describe it and we will check together whether it can become a working product.
AI Product Builder
I build products using AI
I do not only create graphics, websites and apps for clients. I also build my own tools and digital products. I combine AI, programming, design and data analysis to turn ideas into working solutions.
From simple automations to apps powered by AI models. I always ask one question first: can technology solve this specific problem better, faster or cheaper than what is being used today?
- Problem first, tool second
- A prototype instead of months of planning
- A working product, not a slide deck
My experiments
Four areas I test in
Each of these areas is a place where I check in practice what artificial intelligence already handles well and where it still falls short.
🎨
AI Content Lab
Generating graphics, video, animation and copy with artificial intelligence. This is where the techniques I later use in client work come from.
⚙️
AI Automation Lab
Automating repetitive processes with AI and ready-made digital tools. Whatever gets done by hand every week can usually be set up once.
📱
AI Apps Lab
Small apps, prototypes and tools built on language models. This is where an idea turns fastest into something you can actually click.
How I work on a product
From a problem to a product
01
Problem
We start with what actually hurts. Without a real problem there is nothing worth building.
02
Idea
I look for the simplest solution that gives the user value from day one.
03
Prototype
I build the first version fast, so we can verify the assumptions as early as possible.
04
AI and technology
I pick AI models, tools and technologies to fit the task, not the trend.
05
Tests
We check in practice whether it works and whether anyone actually wants it.
06
Improvement
Based on the results and user feedback I keep developing the product.
I do not build technology because it is new. I build it when it can solve a specific problem.
Definition
What is an AI Product Builder?
An AI Product Builder is a person who takes a real problem and uses artificial intelligence, programming, design and digital tools to turn it into a working product.
It is not about coding alone. It is about covering the whole distance: from an idea, through a prototype and tests, to a user and real value.
The order matters. First I look for the problem, then I check whether people want it solved, and only then do I build the product. The reverse route, starting from the technology and hunting for a use for it, usually ends with an app nobody needs.
- AI
- programming
- design
- data analysis
- marketing
What I can build
Tools that do the work for you
🤖
AI-powered tools
Solutions that take over a repetitive task: describing, sorting, summarizing or generating content.
⚙️
Process automation
Everything you now click through by hand every week, set up once and running on its own.
📱
Mobile apps
Android apps and games, from the screen design through to publishing on Google Play.
🌐
Web apps
Tools running in a browser, available on a phone and a computer, with no installing anything.
📊
Data analysis tools
Turning a pile of numbers into a clear answer to the question you actually care about.
🧠
Language model systems
Solutions built on language models and generative AI, tuned to your data and your way of working.
Products & experiments
I show the road, not only the result
Not every experiment ends in success. Sometimes the most valuable outcome is finding out early that a given solution does not work. That is exactly why I build prototypes before anyone invests in a full product. Every project I run gets described in the same six steps.
01
Problem
What problem did I want to solve and who has it?
02
Idea
What solution did I design and why exactly that one?
03
Technology
Which tools, technologies and AI models I reached for.
04
Build
How the prototype or the working product came together.
05
Result
What I managed to achieve and what it measurably changed.
06
Takeaways
What worked, what did not and what I would do differently.
Questions
Before you write to me
What is an AI Product Builder?
It is a person who takes a real problem and uses artificial intelligence, programming, design and digital tools to turn it into a working product. It is not about coding alone, but about covering the whole distance from an idea, through a prototype and tests, to a user and real value.
How is AI LAB different from a regular commission?
A regular commission has a known outcome: graphics, a film, a website or an app. In AI LAB we start from the problem and design the solution only afterwards. First comes a prototype, then we test it, and only on that basis do we decide what to build next.
Will you build an AI tool for my company?
Yes. I build tools based on AI models, automations for repetitive processes, web and mobile apps, and data analysis tools. We start with a conversation about the problem, not with picking a technology.
How much does building an AI-based product cost?
The quote is individual, because it depends on scope and complexity. I price a simple automation differently from an app with its own interface. I always start with a free quote and I suggest beginning with a small prototype, so the cost and the risk stay low.
I only have an idea, where do I start?
Just describe in a few sentences what you want to achieve and who it should help. The rest is on me: I will tell you whether the idea is feasible, how to simplify it and which step to start from. You do not need to know the technology.
Does every experiment end with a finished product?
No, and that is normal. Sometimes the most valuable outcome is finding out quickly that a solution does not work or that nobody needs it. That is why I build prototypes before we invest in a full product.