PD Product designer

Available for product teams · 2026

I make complex products feel inevitable.

Product designer with 3+ years of experience turning dense workflows into clear, confident tools for people who do important work.

See selected work Get in touch
SYSTEMS / 01
FROM SIGNAL TO DECISION
WORKSPACE / OVERVIEW
A1Map the friction↗
B2Make the next move obvious↗
Product strategy✳Complex systems✳Interaction design✳Design systems✳Product strategy✳Complex systems✳

01 — Selected work

Two systems,
one principle.

The best interfaces do not hide complexity. They give it a shape people can trust.

workspace / documents / review•••
Projects / Atlas migrationJD
PROJECT / ATLAS MIGRATION

Document control center

● On track
OverviewFiles 48ActivityPermissions
REVIEW QUEUE 12
PDFAtlas / legal pack2h agoIn review
DOCMigration checklist5h agoNeeds input
XLSVendor matrixYesterdayApproved
PROJECT HEALTH
84%

+12% this week

UPCOMING MILESTONES
Information architectureDONE
Permission modelTHIS WEEK
Release candidate18 SEP
RECENT ACTIVITY
MK

Maya K. approved a new version

12 minutes ago
01

B2B / OPERATIONS · 2023—24

Document control center

Making ownership, review, and release status visible across a high-stakes document workflow.

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Product strategyUX/UIDesign system
Vision lab / Dataset 042LIVE · 04:32
▣◫⌖≋−100%＋
car / 0.98
person / 0.94
sign / 0.89
FRAME 01842 / 02400
3 objects selectedShortcut guide ?
02

AI / COMPUTER VISION · 2022—23

Vision annotation studio

Helping ML teams annotate faster, catch edge cases, and teach models with confidence.

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ResearchInteraction designPrototyping

Case 01

B2B / OPS

DOCUMENT CONTROL CENTER · 2023—24

From a folder maze to a shared point of view.

The team had the files. What they did not have was a reliable answer to: what is current, who owns it, and what happens next?

THE FRICTION

Critical project documents were scattered across nested folders and chat threads. Reviewers spent time hunting for context instead of making decisions.

MY ROLE

Product design from discovery through shipped UI: workflow mapping, information architecture, interaction patterns, and a reusable component library.

−42%time to find a current file
+31%weekly active reviewers
1 systemfor status, ownership, and release

Case 02

AI / CV

VISION ANNOTATION STUDIO · 2022—23

When every pixel teaches the next model.

Annotation is repetitive until the edge case appears. I designed a workspace that makes speed and judgment work together.

THE CHALLENGE

Annotators switched between a canvas, label menus, and QA notes. Small context gaps created expensive rework downstream.

MY ROLE

Research, task modeling, interaction design, and prototyping with ML engineers and annotation leads across three workflows.

+28%annotation throughput
−19%QA rework on edge cases
3 flowsunified in one workspace

02 — Approach

Clarity is a
team sport.

I work close to the people who know the problem best, then make the invisible visible.

01

Frame the real problem

Align on the decision we need to improve, not just the screen we need to ship.

↗
02

Model the system

Map actors, states, and exceptions until the product has a shape everyone can reason about.

↗
03

Make it tangible

Prototype the moments that carry risk, then use real content to pressure-test the details.

↗
04

Ship the learning

Partner with engineering through release so the shipped product keeps the intent intact.

↗

03 — About

A calm partner for messy problems.

I am a product designer who enjoys the part of the work where the map is still blank. Over the last 3+ years, I have worked on internal tools, AI workflows, and systems where a small interaction can change an entire team's rhythm.

My north star is simple: make the next right action easier to see, understand, and take.

Based inEurope · Remote
FocusComplex B2B products
ToolkitFigma · FigJam · Prototyping
Open to the next thoughtful challenge

Have a complex product
worth making clear?

Tell me what you are building, where it gets tangled, and what good could look like.

Start a conversation hello@yourname.design