CRM Platform
A CRM case about tasks, roles, and process logic. Launch status, client, and results are not published on this page.
Launch status is not confirmed for publication.
AI Product Builder · since 2024
I build products people can actually use.
I get to the bottom of the problem, design the system, and build it with AI tools, from the first spec to checking what came out.
What I bring
I take a fuzzy brief and turn it into a clear product: who uses it, what happens inside, and how to build it. AI writes code with me. The decisions and the checking stay with me.
Selected work
Every case is labelled plainly: what shipped, what is in progress, and what is still research.
Service Marketplace
Product design for a service marketplace across web and mobile. This page does not claim a launched product.
Design stage. Not presented as a shipped product.
Retail AI
An R&D case about comparing checkout video with point-of-sale data. Pilot planning, not a claimed production system.
R&D / pilot planning.
What I do
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.
How the work goes
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.
Tools
Only what I actually use.
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.