Smart Apartment Data: Engineering from Clarity.

Bridging executive vision with cross-functional teams across global time zones. I aligned distributed teams in Asia, Europe, and the Americas to mitigate operational risk.

Role
UI/UX Lead Designer
TIMELINE
July 2019 – Sept 2025
Platforms
Web App Mobile Friendly
Outcome
Decision-Grade SaaS

Operating at the intersection of engineering rigor and strategic design collaboration, I unified complex Tableau reports, multi-dimensional charts, and high-density data grids into a premium, decision-grade SaaS experience for institutional real estate investors and property managers across desktop and mobile.

smartapartmentdata.com / dashboard
Smart Apartment Data executive dashboard — state-level rent rolls, occupancy trends, absorption tables, pipeline pie chart, and concession comparisons
THE CHALLENGE

Data Density & Performance.

Displaying massive volumes of real estate data — investor portfolios, rent rolls, market velocity, occupancy forecasts — at native fidelity usually produces two compounding failures: severe cognitive overload for the user, and performance bottlenecks for the engineering team. This complexity was exponentially multiplied by the need to serve four vastly different mental models within a single ecosystem: deep financial analytics for brokers, CRM workflows for suppliers, map-driven tools for locators, and operational dashboards for onsite community staff.

The mandate was to architect a unified system that was both highly analytical and seamlessly digestible across desktop and mobile — surfacing the right signal to the right user archetype at the exact right moment, without ever asking the engine, or the executive reading it, to do more work than necessary.

Strategic Execution

The Three Pillars.

A unified operating model — pairing CSPO-minded leadership with a tokenized Material Design architecture and engineering-grade quality control inside the Azure DevOps pipeline.

01

Cross-Functional Alignment & Agile Strategy

Strategic Product Partnership

Operating as a hands-on, CSPO-minded contributor, I partnered directly with stakeholders and engineering leads within an Agile framework. My goal was to translate ambiguous business requirements into tangible, actionable design artifacts.

Instead of waiting for Jira tickets to be handed down, I embedded myself into discovery, refinement, and sprint planning. By surfacing technical and behavioural risks early, I helped ensure our cross-functional team shared the exact same mental model from concept to production.

  • Converted weekly stakeholder synthesis sessions into actionable daily UI deliverables.
  • Embedded persona-led prioritization directly into sprint planning.
  • Participated in user interviews with investors and property managers.
02

Scalable UX Architecture

Hands-On System Architecture

Inheriting a platform burdened by heavy design debt, I operated as the primary Individual Contributor to fundamentally overhaul the UX. I architected a robust, tokenized design system grounded in Google’s Material Design principles—codifying color, density, motion, and elevation as systemic tokens rather than isolated, per-screen decisions.

By systematically paying down this design debt, I ensured structural consistency across every chart, grid, drawer, and report.  Engineering inherited a predictable surface area; users inherited a single language for navigating the whole product.

  • Tokenized color, type, density, and motion across desktop and mobile.
  • Material-aligned components purpose-built for high-density real estate data.
  • Documented usage patterns for charts, grids, and embedded Tableau surfaces.
03

Engineering Integration & Azure DevOps.

Design Embedded in the Pipeline

My Computer Engineering background allowed me to close the most expensive gap in modern product teams: the chasm between design intent and shipped code. Because we were building for such diverse mental models, the platform relied heavily on intricate search criteria for locators, heavy data grids for analysts, and dynamic chart results for suppliers. Handing off static files for interfaces this complex simply doesn't work.

Instead, I owned the UX acceptance criteria directly inside the build process. I authored test scenarios in Azure DevOps specifically to stress-test how these heavy data queries and map integrations rendered in production. By validating the output through BrowserStack and pair-debugging with developers, I ensured that even the most complex search interactions shipped flawlessly.

  • Authored UX acceptance criteria in Azure DevOps to validate complex search and filtering logic across all four user portals.
  • Performed cross-browser validation via BrowserStack, stress-testing interactive maps and dynamic charts.
  • Pair-debugged API data rendering, chart performance, and map virtualization directly alongside engineering.
The Outcome & Impact

A unified intelligence layer.

The three-pillar execution unified previously fragmented data streams — investor reporting, market intelligence, operational rent rolls, and Tableau analytics — into a single premium, user-centered SaaS experience. By systematically paying down design debt and tokenizing the architecture, the system rendered heavy Tableau integrations, interactive maps, and multi-thousand-row data grids without sacrificing mobile performance.

Real estate professionals went from interpreting dashboards to acting on them. By accommodating four sharply different mental models within one platform, Analysts, Suppliers, Locators, and Community Staff now make faster, evidence-based decisions across desktop and mobile.

View Final Product
4
User
archetypes
6 yrs
UX
tenure
4
Platforms
unified
UX PROFESSIONALS LED
What customers said

Pulled from the customer wall.

smartapartmentdata.com / customer-stories
“Thank you Smart Data for your wonderful service – it has been greatly appreciated and I sing your praises for the accuracy of the data, the easy button for marketing campaigns and I love the ability to customize my reports by management companies, regional managers, amenities etc…It’s been great working with you guys and thank you for making me look even SMARTER than I am!”
Susan O'Brien Garner, CAS
OWNER · ON POINT PROMOTIONAL TEAM
“I use SMART Apartment Data daily. I have been in a Business Development role since 2018. I’ve utilized SMART to make connections with hundreds of multi-housing industry decision makers since. The platform is super easy to learn and even easier to use daily. I HIGHLY recommend SMART!!”
Sheila Colwell
BUSINESS DEVELOPMENT · MULTIFAMILY RENOVATIONS
“After evaluating multiple apartment data services, we decided to move forward with Smart due to the timeliness and accuracy of the rental information and easy to use platform. The service is now an integral part of both our acquisition and ongoing asset management process.”
Keith Guerraz
FOUNDER · ROCKPORT EQUITY