01 Structure before screens
Four years teaching interior design taught me that systems fail quietly before they fail visibly. I map information architecture before I open Figma.
Areas of practice
- Enterprise fintech
- 0→1
- User research
- Usability testing
- Cross-functional
- Design system
- Educator
- WCAG AA
- AI-native
- Agentic OS
Senior UX Designer · Enterprise SaaS · Fintech
Monika I
I design data-dense enterprise tools, researched with the people who use them, validated before build, and systematized so they scale. Lately: how agents show up inside those workflows without eroding trust.
9 Projects
designed
designed
10 Years
designing
designing
4 Industries
How I
think.
02 Constraint is a design tool
Enterprise products live inside real constraints: legacy APIs, compliance rules, ops workflows. I design for the system, not the ideal.
03 Honest over impressive
Every decision in these case studies has a reason, and I can defend it in a room.
Research Validate Systematize Ship
Selected Work
Featured case study
01AuditFlow
A 0→1 loan audit and rebuttal platform for mortgage operations
Designed 0→1: research through developer handoff
02
Growth OS
Designing the interface layer for an agentic content engine
Human-in-the-loop patterns for agentic AI workflows
03
MaturityOps
Automating investment-maturity communications for an internal ops team
Replaced manual notification work for 10 analysts
04
VerifyHQ
Designing an interactive demo and workflow platform for an income verification product
Built for sales demos: interactive end-to-end flow
05
LendingCore
A consumer-lending platform with dashboard-heavy servicing flows
Dashboard-heavy servicing for 284+ active loans
06
SchoolSync 2.0
Redesigning a school management platform used by 7,000+ students across 13 institutions
Design system adopted across 13 institutions