Complex systems,
made simple.
I'm Masha, a product designer of AI-native B2B SaaS and complex multi-role systems, taking products from 0→1 ambiguity to shipped MVPs. Located in Poland, EU work authorized.
About
I turn ambiguous problems into flows people actually finish — caring as much about the business outcome as the pixels.
I believe
Ship, learn, refine. In that order.
Simple is harder than complex — and worth it.
The best design is the one nobody notices.
Off screen
Building LEGO sets brick by brick — the same patience I bring to design systems. Gym or a dance class most evenings, and always mid-way through a sci-fi novel.
Selected case studies
01
Making learning on-demand easy
Problem
Scheduling instructor-led training was manual, slow, and buried admins in endless emails exchange
OUTCOME
A multi-role scheduling MVP — requests auto-prioritised, tracked and completed on time.
0→1 MVP
Multi-role
B2B SaaS
Automation
Enter password to read
→
Password shared on request
02
Rethinking interview preparation
Problem
Candidates froze at a blank screen
OUTCOME
CV-grounded Gemini drafts — an answer you edit, not invent
AI-native
Gemini
UX Research
Mobile first
Enter password to read
→
Password shared on request
03
How we reduced incorrect tool openings
Problem
Labs opened in the wrong accounts — support tickets and broken trust
OUTCOME
A small but powerful tweaks that reduced the number of incorrect openings by 12%
Constrains
Localisation
Enter password to read
→
Password shared on request
04
Securing the tool for financial management
Problem
Securing critical financial flows without slowing everyday work
OUTCOME
Successfully secured tool approved by stakeholders
Security UX
Enter password to read
→
Password shared on request
Open to interesting
challenges.
Complex systems,
made simple.
I'm Masha, a product designer of AI-native B2B SaaS and complex multi-role systems, taking products from 0→1 ambiguity to shipped MVPs.
Located in Poland, EU work authorized.
About
I turn ambiguous problems into flows people actually finish — caring as much about the business outcome as the pixels.
I believe
Ship, learn, refine. In that order.
Simple is harder than complex — and worth it.
The best design is the one nobody notices.
Off screen
Building LEGO sets brick by brick — the same patience I bring to design systems. Gym or a dance class most evenings, and always mid-way through a sci-fi novel.
Selected case studies
01
Making learning on-demand easy
Problem
Scheduling instructor-led training was manual, slow, and buried admins in endless emails exchange
OUTCOME
A multi-role scheduling MVP — requests auto-prioritised, tracked and completed on time.
0→1 MVP
Multi-role
B2B SaaS
Automation
Enter password to read
→
Password shared on request
02
Rethinking interview preparation
Problem
Candidates froze at a blank screen
OUTCOME
MVP for scheduling and controlling expenses that led to 80% faster process
AI-native
Gemini
UX Research
Mobile first
Enter password to read
→
Password shared on request
03
How we reduced incorrect tool openings
Problem
Many problems considering fraud and other things that we need to write
OUTCOME
A small but powerful tweaks that reduced the number of incorrect openings by 12%
Constrains
Localisation
Enter password to read
→
Password shared on request
04
Securing the tool for financial management
Problem
Securing critical financial flows without slowing everyday work
OUTCOME
Successfully secured tool approved by stakeholders
Security UX
Enter password to read
→
Password shared on request
Open to interesting
challenges.
Complex systems,
made simple.
I'm Masha, a product designer of AI-native B2B SaaS and complex multi-role systems, taking products from 0→1 ambiguity to shipped MVPs. Located in Kraków, Poland, EU work authorised.
About
I turn ambiguous problems into flows people actually finish — caring as much about the business outcome as the pixels.
I believe
Ship, learn, refine. In that order.
Simple is harder than complex — and worth it.
The best design is the one nobody notices.
Off screen
Building LEGO sets brick by brick — the same patience I bring to design systems. Gym or a dance class most evenings, and always mid-way through a sci-fi novel.
Selected case studies
01
Making learning on-demand easy
Problem
Scheduling instructor-led training was manual, slow, and buried admins in endless emails exchange
OUTCOME
A multi-role scheduling MVP — requests auto-prioritised, tracked and completed on time.
0→1 MVP
Multi-role
B2B SaaS
Automation
Enter password to read
→
Password shared on request
02
Rethinking interview preparation
Problem
Candidates froze at a blank screen
OUTCOME
CV-grounded Gemini drafts — an answer you edit, not invent
AI-native
Gemini
UX Research
Mobile first
Enter password to read
→
Password shared on request
03
How we reduced incorrect tool openings
Problem
Labs opened in the wrong accounts — support tickets and broken trust
OUTCOME
A small but powerful tweaks that reduced the number of incorrect openings by 12%
Constrains
Localisation
Enter password to read
→
Password shared on request
04
Securing the tool for financial management
Problem
Securing critical financial flows without slowing everyday work
OUTCOME
Successfully secured tool approved by stakeholders
Security UX
Enter password to read
→
Password shared on request
Open to interesting
challenges.