Mealio

🌱 Mealio Your personalized, planet-friendly kitchen companion.

🚀 Inspiration As a team, we come from different backgrounds — but share the same daily struggle: managing our health through food. Some of us live with medical conditions like PCOS, where meal planning isn’t just a preference — it’s a necessity. Others in our team worry about how much food we waste, knowing that 30–40% of food in the U.S. ends up in landfills. It’s overwhelming trying to eat well, stay within budget, and reduce waste. We created Mealio to make food planning less stressful, more sustainable, and more human.

🍽️ What it does Mealio is an AI-powered web app that helps users plan meals based on their groceries, health needs, schedule, taste preferences, and even budget.

Key features include:

📸 Snap a picture of your groceries to track quantity & expiration

🥗 Personalized, non-repetitive recipes based on your diet (e.g., PCOS, vegan, diabetic, sensory-friendly) ⏰ Smart scheduling with Google Calendar sync to suggest ideal cook times 🧠 Adaptive AI that learns your tastes and trends over time ⚖️ Tracks nutritional intake (macros & calories) 🛍️ Shopping suggestions based on what you have and what's expiring 💸 Budget-aware meal options & cooking frequency customization 🚫 Food waste alerts & donation suggestions to nearby shelters 💖 Premium users help fund real meals for local homeless communities

🛠️ How we built it We designed the interface in Figma to ensure a smooth, accessible, and intuitive user experience. The frontend was built entirely in React, making it lightweight and responsive across devices. For grocery recognition, we used the Google Cloud Vision API to extract information directly from user-uploaded images . We used the Gemini API for recipe generation, diet-aware meal planning, and conversational support . Calendar integration was handled via Google Calendar API, enabling seamless scheduling. (not implemented) All logic — from expiration predictions to dietary filtering and personalization — runs on the client side or through API calls, keeping the stack clean and fast.

🚧 Challenges we ran into

Training image recognition for groceries with high accuracy Creating a recommendation engine that balances taste, diet, expiration, and budget Ensuring accessibility and inclusion for users with sensory sensitivities and chronic health conditions Addressing real-time expiration tracking across multiple grocery types

🏆 Accomplishments we’re proud of

A beautifully designed, fully functional demo in under 24 hours (no previous experience with Figma) 50% of users in our early survey said they would absolutely use a tool like this Built AI logic that doesn't just recommend — it learns and evolves Connected tech with social good: food waste reduction and community support

📚 What we learned People are overwhelmed by cooking — not just time-wise, but emotionally AI isn’t just for productivity — it can deeply support health, accessibility, and sustainability Simplicity wins. Features like “Snap your groceries” and “Donate what's expiring” got the most love

🌍 What’s next for Mealio

🛒 Partnering with grocery stores and food banks for donation integration

📲 Expanding our mobile version and notification system

🧠 Enhancing the AI’s ability to generate culturally diverse and seasonal recipes

💬 Voice-based input for users with visual or sensory needs

💰 Launching the Premium Plan to support shelters & expand our impact

🌍 Social Good & Sustainability

Food waste is a massive global issue — 30–40% of the U.S. food supply is wasted yearly. That’s over 130 billion pounds of edible food, contributing to methane emissions and environmental harm.

Competitors like Too Good To Go and OLIO focus on redistributing surplus food from restaurants and households — reactive solutions.

High-tech options like the Samsung Smart Fridge try to reduce waste with internal cameras and expiration reminders, but these are expensive, hardware-based, and limited to a single appliance.

Mealio is different — it's accessible to everyone. You don’t need a fancy fridge. Just snap a photo of your groceries and Mealio tracks what you have, when it expires, and what to cook with it.

Our AI not only helps you reduce waste, it learns your habits, adapts to your diet, and makes mealtime effortless and sustainable.

Plus, with our premium model, a portion of every subscription helps stock homeless shelters and food banks — reducing waste while nourishing communities.

Mealio isn’t just an app. It’s a movement toward mindful eating, better health, and shared care — for ourselves, our communities, and our planet. 🌎💚