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Work

Experience

FAQ

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Breaking Language Barriers in Healthcare: Redesigning Canopy Speak

Transforming how healthcare professionals learn medical languages through AI-powered simulations, specialty-based learning paths, and gamified progression helping providers communicate confidently with diverse patient populations.

It's 2 AM in the emergency room. A nurse rushes to treat a Spanish-speaking patient experiencing severe chest pain. Every second counts, but there's a problem the hospital interpreter isn't available, and the patient doesn't speak English. The nurse pulls out her phone, frantically scrolling through a language app, trying to find the right phrases while the patient grows more anxious.

This moment of desperation shouldn't exist.

It's 2 AM in the emergency room. A nurse rushes to treat a Spanish-speaking patient experiencing severe chest pain. Every second counts, but there's a problem the hospital interpreter isn't available, and the patient doesn't speak English. The nurse pulls out her phone, frantically scrolling through a language app, trying to find the right phrases while the patient grows more anxious.

This moment of desperation shouldn't exist.

It's 2 AM in the emergency room. A nurse rushes to treat a Spanish-speaking patient experiencing severe chest pain. Every second counts, but there's a problem the hospital interpreter isn't available, and the patient doesn't speak English. The nurse pulls out her phone, frantically scrolling through a language app, trying to find the right phrases while the patient grows more anxious.

This moment of desperation shouldn't exist.

The Reality of Healthcare Communication

In the United States, over 25 million people have limited English proficiency. When healthcare providers can't communicate with patients in their native language, it leads to misdiagnoses, medication errors, lower patient satisfaction, and in critical cases life-threatening situations.

Canopy Speak was created to solve this problem. It's a language learning app designed specifically for healthcare professionals to learn essential medical phrases. But despite its noble mission, the app wasn't working.

The Reality of Healthcare Communication

In the United States, over 25 million people have limited English proficiency. When healthcare providers can't communicate with patients in their native language, it leads to misdiagnoses, medication errors, lower patient satisfaction, and in critical cases life-threatening situations.

Canopy Speak was created to solve this problem. It's a language learning app designed specifically for healthcare professionals to learn essential medical phrases. But despite its noble mission, the app wasn't working.

The Reality of Healthcare Communication

In the United States, over 25 million people have limited English proficiency. When healthcare providers can't communicate with patients in their native language, it leads to misdiagnoses, medication errors, lower patient satisfaction, and in critical cases life-threatening situations.

Canopy Speak was created to solve this problem. It's a language learning app designed specifically for healthcare professionals to learn essential medical phrases. But despite its noble mission, the app wasn't working.

The Challenge

Healthcare professionals were downloading Canopy Speak with enthusiasm, but within weeks, they'd abandon it. The app had become a glorified phrase dictionary useful in a pinch, but failing to create lasting language skills or build the confidence providers needed for real patient conversations.

My mission: Transform Canopy Speak from a passive reference tool into an engaging learning platform that healthcare professionals would actually use and more importantly, one that would genuinely prepare them to communicate with patients when it matters most.

The Challenge

Healthcare professionals were downloading Canopy Speak with enthusiasm, but within weeks, they'd abandon it. The app had become a glorified phrase dictionary useful in a pinch, but failing to create lasting language skills or build the confidence providers needed for real patient conversations.

My mission: Transform Canopy Speak from a passive reference tool into an engaging learning platform that healthcare professionals would actually use and more importantly, one that would genuinely prepare them to communicate with patients when it matters most.

The Challenge

Healthcare professionals were downloading Canopy Speak with enthusiasm, but within weeks, they'd abandon it. The app had become a glorified phrase dictionary useful in a pinch, but failing to create lasting language skills or build the confidence providers needed for real patient conversations.

My mission: Transform Canopy Speak from a passive reference tool into an engaging learning platform that healthcare professionals would actually use and more importantly, one that would genuinely prepare them to communicate with patients when it matters most.

Timeline

4 months

Role

UX/UI Designer
Product redesign & strategy

Team

1- UX/UI Designer 
1- Engineer
2- Medical Researcher 
1- Manager

Tools Used

Figma
Miro
Adobe Suite

Feedback from the Old App

Before the redesign, user feedback and usability testing revealed critical issues that were preventing healthcare professionals from effectively using Canopy Speak. These insights became the foundation for our redesign strategy.

Confusing Structure & Navigation

The app has a confusing structure; users may struggle to find lessons, track progress, or access rewards.

Lack of Clear Learning Path

Users don't have a structured curriculum or clear path forward, making it unclear what to learn next or how to progress through the content.

Accessibility Issues

Low contrast colors and small fonts may make it difficult for users with visual challenges to interact with the app comfortably.

Poor Visual Hierarchy

Layout & Spacing: Some screens feel overcrowded, and important elements are not visually prioritized, making it hard for users to scan information quickly.

Research & Discovery

Research Methods

User Interviews

12 healthcare providers (nurses, doctors, medical assistants)

Contextual Inquiry

Shadowed 5 clinicians during patient interactions

Competitive Analysis

Evaluated 4 similar medical translation apps

Analytics Review

Analyzed existing app usage data and drop-off points

Research & Discovery

Research Methods

User Interviews

12 healthcare providers (nurses, doctors, medical assistants)

Contextual Inquiry

Shadowed 5 clinicians during patient interactions

Competitive Analysis

Evaluated 4 similar medical translation apps

Analytics Review

Analyzed existing app usage data and drop-off points

Research & Discovery

Research Methods

User Interviews

12 healthcare providers (nurses, doctors, medical assistants)

Contextual Inquiry

Shadowed 5 clinicians during patient interactions

Competitive Analysis

Evaluated 4 similar medical translation apps

Analytics Review

Analyzed existing app usage data and drop-off points

Key Insights

Key Insights

Speed is Everything

Providers need to access phrases in under 5 seconds during patient interactions.

Learning ≠ Retention

Despite completing lessons, users had difficulty recalling phrases when needed in real-time conversations.

Confidence > Vocabulary

Providers knew some phrases but lacked confidence to use them in high-pressure situations

Specialty-Specific Matters

General phrases aren't enough; cardiology nurses need different vocabulary than pediatric nurses

Context Drives Recall

Phrases learned in scenario context were retained 3x better than isolated vocabulary

Share Progress

Reluctance to share work-in-progress reduced exposure to peers’ progress and motivation.

Design Process

I took a systematic approach to redesigning Canopy Speak, starting with understanding current pain points and iterating through multiple rounds of testing with real healthcare providers.

1. Audit & Ideation

Conducted a comprehensive audit of the existing app, analyzing analytics data to identify drop-off points and feature gaps. Mapped user journeys for both quick reference and learning scenarios. Identified that 78% of users never returned after their first session.

Key Activities:

  • Heuristic evaluation of current app against Nielsen's principles

  • Analytics deep-dive (drop-off rates, session duration, feature usage)

  • Journey mapping for time-pressured vs. learning-focused scenarios

  • Prioritization matrix for feature additions

2. Information Architecture Redesign

Conducted card sorting sessions with 8 healthcare providers to understand their mental models for organizing medical phrases. Created a new scenario-based taxonomy that reduced average time-to-phrase from 47 seconds to 8 seconds

3. Prototyping & Usability Testing

Built interactive prototypes in Figma and conducted three rounds of usability testing with 15 healthcare providers. Tested both in controlled settings and in situation during actual clinical shifts (with simulated scenarios).

4. Visual Design & Design System

Evolved Canopy's existing brand into a cohesive mobile design system. Prioritized legibility (large text for glanceability), touch targets for one-handed use, and accessibility (WCAG AAA contrast for medical environments).

High Fidelity Design

High Fidelity Design

Final designs that balance luxury aesthetics with intuitive usability.

Onboarding Welcome Screen

Personalized Setup Experience

The onboarding experience guides new users through account setup and asks key questions about their learning path preferences to deliver a personalized home page from day one.

  • Welcome and sign-in flow

  • Select medical specialty for customized content

  • Choose target languages based on patient needs

  • Set learning goals and practice frequency

Redesigned Home Page

Effortless Navigation & Discovery

Research revealed users struggled to find content quickly. The redesigned home page introduces a clean layout with effortless navigation. A motivational popup celebrates progress and offers quick access to practice tools.

  • Quick Shortcuts: Direct access to Playlists, Pain, and My Journey

  • Swipe Practice: Engaging vocabulary and phrase review

  • Specialty Playlists: Content tailored to medical fields

  • Motivational Popup: Progress reminders with quiz/flashcard options

My Journey: Rewards & Milestones

Motivation Through Progress

Staying consistent in language learning depends on feeling growth and connection. The My Journey page highlights meaningful wins while making learning social and motivating.

  • Visible Rewards: Unlockable features and achievement milestones

  • Light Competition: Leaderboards encourage consistency without pressure

  • Collaborative Pods: Track group progress and connect with peers

  • Connected Learning: Rewards and community make practice engaging

AI Private Tutor

Personalized Guidance

The AI Private Tutor guides learners through the app, answers questions, and provides personalized feedback, creating a supportive learning experience for medical language practice.

  • Guided Navigation: Directs users to the right content based on needs

  • Progress Feedback: Tracks performance and suggests next steps

  • Contextual Support: Answers questions for real-world scenarios

  • Usability Improvements: Reduces cognitive load and prevents errors

Impact & Results

Impact & Results

After launching the redesigned app with learning paths, playlists and AI simulations, we measured significant improvements in engagement, retention, and actual language proficiency.

4.2x

Increase in average session duration (15 min vs. 3.5 min)

81%

30-day retention rate (up from 28%)

92%

Users completed 1+ AI simulation within first week

What customers are saying

Carlos M.

Physician Assistant

"Unlocking new simulation levels feels like a game. I'm on a 30-day streak! Never thought learning medical Spanish could be this engaging."

Jennifer K.

Medical Assistant

"The playlists are perfect for my morning commute. I can learn 10-15 phrases before my shift starts. The virtual tutor answers all my grammar questions!"

Dr. Michael R

Cardiologist

"Finally a language app that understands my specialty! The cardiology track has exactly the phrases I need. The progress tracking keeps me motivated."

What customers are saying

Carlos M.

Physician Assistant

"Unlocking new simulation levels feels like a game. I'm on a 30-day streak! Never thought learning medical Spanish could be this engaging."

Jennifer K.

Medical Assistant

"The playlists are perfect for my morning commute. I can learn 10-15 phrases before my shift starts. The virtual tutor answers all my grammar questions!"

Dr. Michael R

Cardiologist

"Finally a language app that understands my specialty! The cardiology track has exactly the phrases I need. The progress tracking keeps me motivated."

What customers are saying

Carlos M.

Physician Assistant

"Unlocking new simulation levels feels like a game. I'm on a 30-day streak! Never thought learning medical Spanish could be this engaging."

Jennifer K.

Medical Assistant

"The playlists are perfect for my morning commute. I can learn 10-15 phrases before my shift starts. The virtual tutor answers all my grammar questions!"

Dr. Michael R

Cardiologist

"Finally a language app that understands my specialty! The cardiology track has exactly the phrases I need. The progress tracking keeps me motivated."

Future Improvements

01

Adaptive Learning Paths: Personalize lesson sequences based on individual progress and learning patterns

02

Specialty-Based Playlists: Create curated learning collections tailored to specific medical departments and roles

03

Collaborative Features: Build team accountability with shared goals, peer progress tracking, and group challenges

04

Hospital Partnerships: Partner with health systems and training programs to embed Canopy into existing workflows

05

Business-Critical Integration: Position the platform as essential for care delivery and provider training, not just a learning tool

Future Improvements

01

Adaptive Learning Paths: Personalize lesson sequences based on individual progress and learning patterns

02

Specialty-Based Playlists: Create curated learning collections tailored to specific medical departments and roles

03

Collaborative Features: Build team accountability with shared goals, peer progress tracking, and group challenges

04

Hospital Partnerships: Partner with health systems and training programs to embed Canopy into existing workflows

05

Business-Critical Integration: Position the platform as essential for care delivery and provider training, not just a learning tool

Future Improvements

01

Adaptive Learning Paths: Personalize lesson sequences based on individual progress and learning patterns

02

Specialty-Based Playlists: Create curated learning collections tailored to specific medical departments and roles

03

Collaborative Features: Build team accountability with shared goals, peer progress tracking, and group challenges

04

Hospital Partnerships: Partner with health systems and training programs to embed Canopy into existing workflows

05

Business-Critical Integration: Position the platform as essential for care delivery and provider training, not just a learning tool

LET’S CREATE TOGETHER

LET’S CREATE TOGETHER

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