About
I think. I build. I ship.
I make digital products: I untangle the problem, design the system, and build it with AI tools.
Practice
Two years of commercial client work, starting in 2024. I specify the product, shape the system, and guide AI-assisted implementation. Some of the products are used by real people.
Client names, URLs, and any numbers stay unpublished until they are cleared. Concepts are labeled as concepts.
How I got here
This part is not written yet.
How I work
01
Understand
Name the problem, the constraints, and what should be different for the people involved.
02
Structure
Turn that into roles, entities, rules, and flows that can actually be built.
03
Design
Decide how the interface and the system behave together.
04
Build
Guide the implementation with precise requirements and review what comes back.
05
Validate
Walk the real scenarios and check that the product does what it should.
06
Improve
Fix what failed the check, then choose the next useful change.
What I take on
Product Thinking
First I find out what problem we are solving and for whom. Then I choose the solution.
System Design
Roles, data, rules, and screens in one model, with no gaps between them.
AI-Assisted Development
I write the spec and the context so AI tools build what is needed, not something close to it.
Product Quality & Iteration
I go through the product by hand, find where it breaks, and fix it one thing at a time.
Tools
Cursor
Primary environment for AI-assisted development. I use it to turn a specification, product logic, and interface structure into an implementation, then review the result.
Education
Not published.
Interests
Not published.