Pantry-fy

Made an app to make use of leftover items.

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Inspiration

Sometimes you stand in front of your pantry with a few ingredients, no motivation, and no plan — but a flicker of curiosity. “I have garlic, pasta, and spinach… what can I do with this?” Pantry-fy is built for that exact moment — not to save the world, just to save dinner. It's like asking a quietly brilliant friend:

“Here’s what I’ve got... any ideas?” No pressure. No waste crusade. Just smart, gentle help from a kitchen companion that actually gets you.

What it does

  • You type in your available ingredients
  • Pantry-fy suggests real recipes you can make using them
  • You can also save recipes you like or track what’s in your pantry
  • It's simple, fast, and feels kind of like magic when it works (which it does)

How we built it

Frontend: React + Bootstrap for a clean, responsive experience Ingredient images come from Spoonacular’s API Recipe search powered by Spoonacular Pantry, user, and saved recipes stored in MongoDB

Challenges we ran into

Gemini AI integration was tricky — especially prompt handling and model responses Dealing with edge cases in ingredients (e.g., typos, uncommon foods) Recipe search + user pantry + AI recipe generation = balancing logic complexity Making it feel natural, not overwhelming

Accomplishments that we're proud of

We have a functioning webpage and several other pages (they are not connected yet).

What we learned

Prompt engineering and fine-tuning AI in real apps Handling real-world APIs and building robust fallbacks (like broken image handling) How to structure a small full-stack app that feels personal and functional INFP fact: food apps can be chill too — they don’t need to scream “optimize!”

What's next for Pantry-fy

🤝 Add friend sharing (like “here’s what I made with your ingredients”) 💾 Optional user login with cloud-synced pantries 🍳 Gemini-generated experimental recipes for creative cooking 📝 Smart shopping suggestions for what’s “almost possible” with current pantry 🌙 Dark mode. Because... obviously.

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