01

PantryPal

an AI cooking partner

PantryPal turns the ingredients you already have into meals you actually want to cook. Snap your fridge or your receipt — computer vision stocks your digital shelf, and an AI recipe engine does the rest.

Designed and built end-to-end: research, wireframes, a six-screen hi-fi prototype, and working code with a live Gemini API integration.

role
Product Designer
timeline
Winter 2025–26
platform
Mobile
tools
Figma · Photoshop · Gemini

+40% task completion across testing rounds

PantryPal log-in screen on an iPhone
02

Problem

good food, wasted

Thrown away, uneaten

The USDA estimates 35% of the U.S. food supply is wasted every year — often just because no one knows what to make with what's left.

Recipes without a kitchen

The internet has millions of recipes — and almost none of them start from what's actually sitting on your shelf.

built for first-apartment cooks college students busy families

which raises the question

How might we make dinner start from what's already on the shelf?

03

Solution

six screens, zero friction

PantryPal log-in screen Ingredients hub screen AI receipt-scanner screen Ingredient checkout screen Generated recipe list screen Final step-by-step recipe screen

log in

A warm front door — “Let's get cooking!” sets the tone before a single tap.

ingredients hub

One screen, three jobs: view, add, and select ingredients — no detours, no repeats.

ai scanner

Point the camera at a fridge or a receipt; computer vision stocks the shelf for you.

checkout

A quick pass over the picks, then one big button: find recipes.

recipes

Generated meals with nutrition at a glance — choose whatever looks good tonight.

cook

The payoff: the chosen recipe broken into simple, confident steps.

click the steps, the phone, or use ← →

04

Process

how the shelf won

Wireframe one — storage buckets
01 · bucketsset aside

Fridge / freezer / pantry categories sounded tidy — and cost extra clicks at every turn.

Wireframe two — the add-then-select portal
02 · the portalset aside

A separate add-then-select portal showed the same screen twice with slightly different jobs.

Wireframe three — one consolidated shelf
03 · one shelfshipped

Add, view, and choose on a single screen, organized by food type instead of storage. Friction gone — it became the six screens you just walked.

05

Craft

a fun, breezy visual language

#FFD67E
#FF8D7E
#B8EDF8

Invitingly vibrant

A warm, breezy palette makes opening the app feel like a treat — something users want in their routine, not another chore.

Steak illustration Cheeseburger illustration Salad illustration Tuna illustration Ground beef illustration Philly cheesesteak illustration

Light & animated

The illustrations carry the fun without costing clarity — users enjoy the imagery and still read every screen at a glance.

Simple is better — every step should make the next action obvious.”

06

Results

what moved, what I learned

+40%

task completion lift across moderated testing rounds

3 → 1

wireframe structures explored before one shipped

6

hi-fi screens — designed in Figma, wired to a live Gemini API

what I learned

Own the whole arc — blank canvas → visual language → UX → working code with a live AI API.

Test early, with real people — peer feedback surfaced blind spots no solo pass would catch.

Ship systems, not artifacts — PantryPal is built to keep evolving well past v1.

What I'd do next — test with cooks I've never met; friendly feedback only gets you so far.