App Development | Product Design

ReStyle

A Smarter Way To Style Sustainably

Tools
Figma
Timeline
February 2025

Overview

We’ve all been there—staring at a full closet, feeling like there’s nothing to wear. Developed alongside my team, ReStyle helps users make the most of what they already own, reduce overconsumption, and make more mindful fashion choices.

But bringing that vision to life took more than sketching a few screens. It meant digging into user needs, identifying gaps in the market, and understanding what it really takes to build something useful.

Let’s get into it.

Design Process

We followed the five-step design thinking process:

Empathize
Define
Ideate
Prototype
Test

My contributions were strongest in the defining and prototyping phases, where I helped translate insights into actionable features, refine user flows, and develop the high-fidelity prototype to ensure a seamless user experience.

  1. Empathize

To gain deeper insight, we conducted interviews with participants of different styles, ages, and values, ensuring diverse perspectives. Our participants ranged in age from their mid-teens to their late 40s.

The Results?

The Fit Factor

Changes in body size impact clothing choices, making it harder to reuse wardrobe staples.

Less Is More

People want to buy fewer clothes but struggle with impulse shopping and trend cycles.

Selective Time Crunch

Choosing outfits takes too long, leading to decision fatigue and outfit repetition.

Style Identity Crisis

Keeping up with trends makes it harder to develop a personal style, leaving people unsure about their fashion choices.

Who Is Our Target Audience?

I created a user persona to represent ReStyle’s ideal user, using insights gathered from user interviews, competitor analysis, and examples of real pain points. By combining everything we learned, the persona captures the user’s preferences, frustrations, and behaviours. This helped keep the project focused on building an experience that truly reflects what our users need.

Meet Giselle!

An arts student in Toronto with a love for comfort. She’s ready to step out of her style comfort zone but finds shopping overwhelming and hard to keep up with. Now, she’s looking to refresh her wardrobe, learn the basics, and build confidence through fashion.

  1. Ideate

Throughout the entire process, we had to ask ourselves:

How MIght We?

Help users effortlessly maintain a functional & personalized wardrobe that adapts to their needs?

This guided every design decision moving forward.

Effiency

Users wanted quick outfit generation with minimal effort.

Sustainability

People wanted to consume less but lacked tools to do so.

Personalization

A one-size-fits-all solution wouldn’t work. Customization was key.

  1. Define

Now this ladies and gentleman, was where the fun began. With our features defined, we shifted our focus to execution. We put pen to paper—literally—using Crazy 8’s to quickly sketch out creative ways to bring our ideas to life.

[My Crazy 8's Sketch]

After this process, we identified key features that form the backbone of our app:

01

Closet Clean-Out Tool

Tracks unworn items and prompts decluttering.

02

Inspiration Gallery

Curated outfit ideas for effortless styling.

03

Weather-Based Suggestions

Tailored looks based on real-time weather.

04

Random Outfit Generator

Mixes and matches pieces for fresh combinations.

05

User Profile Insights

Uses personal details to refine recommendations.

  1. Prototype

The butchering of scope; an inevitable reality check in any design process. At first, we wanted to do it all: AI-powered recommendations, social integrations, sustainability tracking, etc.

But reality hit hard. There was limited time and resources, and we needed to focus on what truly mattered. So, we took a step back and asked:

What Are The Must Have Features?
What Pain Points Will Impact The Users Most?
What Can Wait For Future Iterations?

With the outfit generator as the foundation, we designed a prototype that emphasized simplicity, personalization, and enhanced wardrobe management.

Before usability testing, we defined three core user tasks to evaluate the app’s functionality:

01

Uploading Clothing

Users should be able to add items to their digital closet in their preferred way, without guidance.

02

Generating An Outfit

Users should quickly create a casual, daily outfit from their existing wardrobe.

03

Personalized Outfit

Users should complete a measurement and style preference questionnaire to tailor recommendations.

[Low-Fidelity Wireframes - Set Up]

The Finish Line, Or Just The Start?

If ReStyle were to go live, tracking its real-world impact would be essential. Using Google’s HEART framework, we’d measure key performance indicators (KPIs) to refine and improve the experience.

Retention

How often are users returning to style their outfits? Tracking daily active users (DAUs) and repeat engagement would help gauge long-term value.

Engagement

Are they exploring outfit history? Customizing their looks? Time spent in the app and interaction patterns would guide future optimizations.

Retention

How often are users returning to style their outfits? Tracking daily active users (DAUs) and repeat engagement would help gauge long-term value.

Engagement

Are they exploring outfit history? Customizing their looks? Time spent in the app and interaction patterns would guide future optimizations.

So, What Did I Learn?

No One Size Fits All

Great design starts with listening. My ideas about how users would interact with ReStyle were assumptions. The real insights came from testing and adapting. The best solutions weren’t the ones I expected, but the ones shaped by real user needs.

Dream Big, Design Smart

I dream big when it comes to design, but building an app under tight deadlines forced me to prioritize usability over perfection. Every feature had to earn its place. Every interaction had to be seamless.

More Than Just Design

I learned that great design starts way before the visuals. Digging into market research, analyzing competitors, and understanding the audience gave me a clear direction before I even opened my design tools.

More Than Just Design

I learned that great design starts way before the visuals. Digging into market research, analyzing competitors, and understanding the audience gave me a clear direction before I even opened my design tools.

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