UX Case Studies & Research

Research-led product work with complete stories, not just pretty screens.

These projects show how I move from ambiguity to structure: defining the problem, gathering evidence, organizing insights, prototyping solutions, and explaining why the design decisions matter.

Flagship UX Case Study

GoCapital Auto Quest

A mobile-first experience that helps college-aged, first-time car buyers understand financing, compare ownership costs, and prepare for dealership conversations without feeling lost or pressured.

GoCapital application proposal cover
RoleLead Designer
MethodsInterviews, surveys, synthesis
OutputHigh-fidelity prototype
FocusFinancial confidence

Problem

First-time car buyers often enter the process with limited financing knowledge, weak vocabulary around loans and credit, and anxiety about hidden costs. The experience can feel like a test they were never taught how to pass.

Design Challenge

Create a digital tool that meets first-time buyers where they are, demystifies the buying journey, explains the true cost of ownership, and gives users enough confidence to make informed decisions.

Audience

College-aged and young adult buyers preparing for their first major vehicle purchase, especially users balancing budget uncertainty, credit questions, and family or dealer influence.

Team

  • Project Manager: Melody Berungan
  • Lead Designer: Wyatt Spicer
  • Lead Survey Researcher: Triston LaCroix
  • Lead Interview Researcher: Taivia Milligan
  • Lead Developer: Sumayya Ali

Research insights

58.2%

Had checked credit scores

Many respondents had some awareness of credit, but the research showed uneven confidence around what credit actually changes in the buying process.

60.9%

Did not understand lender vs. dealer financing

This pointed to a major education gap and helped justify the app’s glossary, calculator, and guided steps.

47.3%

Expected family or friend guidance

Users wanted support, but not everyone had access to reliable advice. The product needed to act like a calm, always-available guide.

Survey chart about car finance knowledgeSurvey chart about credit score knowledge

From findings to features

01

Personalized onboarding

Users enter budget, experience level, and buying timeline so the app can adapt the information sequence to their situation.

02

Step-by-step buying path

A structured checklist breaks the process into smaller decisions: credit, budget, financing, insurance, dealership prep, and ownership costs.

03

Glossary and explainers

Core terms are presented in plain language so users can understand conversations before they happen.

04

Calculator and car review

Users can estimate payments, down payments, loan totals, and affordability before getting emotionally locked into a vehicle.

05

Short-form learning feed

A familiar video format lowers the barrier to learning and makes preparation feel less like homework.

Wireframes, system, and prototype

Interactive prototype preview

The prototype demonstrates how users move from onboarding into guided education, calculators, profile tools, and practical dealership preparation.

Expanded UX Writeup

GoCapital now has a full long-form case study.

The dedicated page breaks down the brief, team roles, research signals, information architecture, visual system, prototype decisions, evaluation, and future improvements in the same depth as the web project case studies.

MovieHouse

An all-in-one restaurant and dine-in theater operations app designed from first-hand service industry frustration: too many disconnected systems, constant logins, poor shift communication, and scattered information.

Design Goal

Replace redundant tools for scheduling, time punches, training, payroll, theater assignments, guest alerts, and analytics with one centralized experience for servers and managers.

MovieHouse app logo

Research & insights decks

LGBTQIA+ research deck cover

LGBTQIA+ Campus Research

Research examining campus experiences, safety, belonging, support systems, and barriers to expression for LGBTQIA+ students.

EchoBridge Tech UX deck cover

EchoBridge Tech

A civic communication concept exploring how law enforcement and communities can communicate more clearly, safely, and accountably.

Open deck