Building Products
That Simplify Complexity

Problem. Customers kept asking for the same thing: a single place to understand portfolio performance. Reports existed, data existed — an analytics experience didn't.

Insight. Working with product managers and the sales team, I mapped the questions customers asked most: what changed, what requires attention, how is performance evolving, what should I do next.

Solution. Information was organized around those questions, not internal product logic. Multiple concepts were explored, balancing density, hierarchy and readability.

Scaling. As visualizations multiplied, I proposed a reusable Plotly component library — teams could build dashboards faster while keeping a shared style.

Problem. The product was growing faster than visual consistency could be maintained across new analytics features.

Solution. A shared design language: variables, typography, components with variants — buttons, inputs, tables — plus documentation with precise spacing rules.

Principle. Design systems aren't built for Figma — they're built for teams. Reusable components cut duplicated work and made design–engineering collaboration much smoother.

Problem. Issuing financial products involves many teams and approvals. The challenge wasn't completing tasks — it was understanding where every process stood.

Pain. All the data lived in a single flat table: no filters, no views, no drill-down, no relationships between records.

Solution. Instead of one overwhelming table — several interconnected views: Deal View, Class View, K-Matrix View — with alerts, notes, exports and filters built into the workflow.

Context. A real-time track-and-trace platform built on top of Oracle NetSuite. My job was adapting enterprise workflows for mobile and designing new desktop experiences for operational teams.

Insight. Manufacturing doesn't happen behind a desk: operators work across warehouses and production lines. The mobile experience was built around that context, not as a scaled-down desktop.

Solution. Navigation, hierarchy and interactions were redesigned for the mobile context, while keeping shared interaction patterns across devices.