Large outdoor billboard amid trees, showing a purple-to-peach gradient background with the white text “Your mental health, simplified.” and a small purple gradient pill-shaped logo above the word “Circular.”
Large outdoor billboard amid trees, showing a purple-to-peach gradient background with the white text “Your mental health, simplified.” and a small purple gradient pill-shaped logo above the word “Circular.”

Details

Details

Details

NutriGuide: Designing Safer Shopping Through Smart Scanning

NutriGuide: Designing Safer Shopping Through Smart Scanning

NutriGuide: Designing Safer Shopping Through Smart Scanning

NutriGuide is a mobile application designed to make food shopping safer and more accessible for people with allergies, disabilities, and dietary restrictions. The app allows users to set their personal health preferences and instantly understand whether a product is safe by simply scanning it or searching manually. This project was created during my final year at university as part of my dissertation and was one of my earliest end-to-end UX/UI projects. I was the sole designer, responsible for the entire experience - from research and information architecture to interface design and accessibility considerations. NutriGuide reflects my passion for inclusive design and my belief that thoughtful technology can remove everyday barriers and genuinely improve people’s lives.

Services

UX Research

VISUAL DESIGN

Data visualization

Year

2022

Client

Concept Design

Partial view of a black smartphone screen against a purple gradient backdrop, displaying the “Circular” app icon (rounded square with a purple-pink pill logo) next to the Mail app icon, with the time reading 9:41.
Partial view of a black smartphone screen against a purple gradient backdrop, displaying the “Circular” app icon (rounded square with a purple-pink pill logo) next to the Mail app icon, with the time reading 9:41.
Isolated 3D-rendered pill-shaped gradient object floating on a purple-to-peach gradient background, representing the Circular logo.
Isolated 3D-rendered pill-shaped gradient object floating on a purple-to-peach gradient background, representing the Circular logo.

The brief

The brief

The brief

Food shopping can be stressful and potentially dangerous for people with allergies, dietary restrictions, and disabilities. Ingredient labels are often small, cluttered, and written in scientific language, making it difficult for users to quickly identify harmful ingredients, especially under time pressure or with visual impairments. Existing tools frequently lack personalization and accessibility, forcing users to manually interpret complex information and increasing the risk of mistakes. There is a clear need for an accessible, fast, and personalized solution that helps users understand food safety at a glance and make confident decisions while shopping.

User Research

User Research

User Research

To gain a clear understanding of user needs, I conducted a mixed-methods research approach combining qualitative interviews, quantitative surveys, and literature research. This allowed me to balance real user experiences with measurable insights and established best practices. Qualitative Research I conducted 10 in-depth user interviews with participants who had diverse needs, including: - Severe food allergies - Celiac disease - Visual impairments Participants shared detailed accounts of their challenges reading ingredient labels, understanding allergen information, and making safe decisions under time pressure. Quantitative Research - A survey of 150+ respondents revealed clear priorities: - 50% prioritized fast, reliable product scanning - 30% valued clear, plain-language ingredient explanations - 20% needed personalized safety alerts These findings reinforced the importance of speed, clarity, and personalization. Literature Research I reviewed studies on: - Accessibility and inclusive design - Food labeling regulations - Consumer decision-making in retail environments This research helped validate user feedback and ensured the design aligned with accessibility and industry best practices. Key Research Takeaways - Scanning should be the primary interaction - Information must be immediate and easy to understand - Personalization is essential for safety and trust - Accessibility must be built into the core experience These insights directly informed NutriGuide’s UX strategy and design decisions.

To gain a clear understanding of user needs, I conducted a mixed-methods research approach combining qualitative interviews, quantitative surveys, and literature research. This allowed me to balance real user experiences with measurable insights and established best practices. Qualitative Research I conducted 10 in-depth user interviews with participants who had diverse needs, including: - Severe food allergies - Celiac disease - Visual impairments Participants shared detailed accounts of their challenges reading ingredient labels, understanding allergen information, and making safe decisions under time pressure. Quantitative Research - A survey of 150+ respondents revealed clear priorities: - 50% prioritized fast, reliable product scanning - 30% valued clear, plain-language ingredient explanations - 20% needed personalized safety alerts These findings reinforced the importance of speed, clarity, and personalization. Literature Research I reviewed studies on: - Accessibility and inclusive design - Food labeling regulations - Consumer decision-making in retail environments This research helped validate user feedback and ensured the design aligned with accessibility and industry best practices. Key Research Takeaways - Scanning should be the primary interaction - Information must be immediate and easy to understand - Personalization is essential for safety and trust - Accessibility must be built into the core experience These insights directly informed NutriGuide’s UX strategy and design decisions.

Ideation & Design

Ideation & Design

Ideation & Design

The information architecture for NutriGuide was designed to minimize the number of steps between scanning a product and receiving a clear, personalized result. Because users often shop under time pressure or stress, the structure prioritizes speed, clarity, and accessibility while reducing cognitive load. Core Structure - User flows were mapped based on research insights and persona needs, resulting in a streamlined hierarchy: - Onboarding & Preferences - Product Scan (Primary Entry Point) - Instant Risk Assessment - Ingredient Details - Suggested Alternatives This structure ensures users can determine product safety in just a few taps. Persona-Driven Flows - Different personas influenced how information was prioritized: - Parents managing allergies required a direct Scan → Result pathway with minimal interruption. - Low-vision users benefited from reduced screen clutter, clear visual hierarchy, and logical focus order for assistive technologies. - Health-conscious professionals and students needed quick access to editable preferences without disrupting their shopping flow. Supporting Pages - Secondary pages were designed to support the core flow without adding complexity: - Product Search as an alternative to scanning - Saved Products to reduce repeat decision-making - Scan History for quick reference - Settings as a centralized, easily accessible control hub Outcome This information architecture supports fast decision-making, intuitive navigation, and inclusive usability. By keeping critical actions and information front and center, NutriGuide enables users to shop safely and confidently while maintaining a calm, accessible experience.

User Testing & ITeration

User Testing & ITeration

User Testing & ITeration

Testing focused on ensuring NutriGuide was fast, clear, and accessible in real shopping scenarios. I conducted iterative usability testing throughout the design process, using low- and mid-fidelity prototypes to validate core flows and interface decisions. Usability Testing I tested key tasks with users from the target audience, including: - Setting health and dietary preferences - Scanning a product and interpreting results - Identifying unsafe ingredients - Editing preferences in settings Participants were asked to think aloud while completing tasks, allowing me to identify friction points, confusion, and accessibility issues. Key Findings & Iterations Testing revealed several important insights: - Users needed immediate clarity in result screens, leading to stronger visual hierarchy and clearer “Safe / Caution / Unsafe” labels. - Some users hesitated when interpreting ingredient lists, which resulted in simplified language and highlighted risk ingredients. - Low-vision users benefited from increased spacing, larger text defaults, and reduced on-screen clutter. - Users wanted reassurance that results were personalized, prompting clearer messaging that outcomes were based on their saved preferences. Accessibility Validation Accessibility checks focused on: - Color contrast and readability - Tap target sizing - Consistent layout patterns to reduce cognitive load - Logical focus order for assistive technologies Testing confirmed that NutriGuide’s scan-first approach successfully reduced time to decision and improved user confidence. Iterative refinements based on user feedback strengthened clarity, accessibility, and trust, resulting in a calmer and more effective shopping experience.

Modern home office setup with a monitor, ergonomic chair, keyboard, and indoor plants near a window with blinds.
Modern home office setup with a monitor, ergonomic chair, keyboard, and indoor plants near a window with blinds.
Modern home office setup with a monitor, ergonomic chair, keyboard, and indoor plants near a window with blinds.
Modern home office setup with a monitor, ergonomic chair, keyboard, and indoor plants near a window with blinds.