Glucose Guardian

🧠 Project Title: Glucose Guardian
A Personalized AI Assistant for Diabetic and Pre-Diabetic Individuals

💡 The Problem: “What should I eat?” — it’s a simple question, but for 500+ million people living with diabetes and pre-diabetes, it’s a daily struggle that’s anything but simple.

• Every food decision has a direct impact on their blood sugar — and therefore, their long-term health.
• Dining out or even grabbing a snack becomes a guessing game:
  • Will this spike me?
  • What should I pair it with?
  • Which restaurant is safe? Built a solution that removes this guesswork — forever.

🧠 The Solution: Glucose Guardian A personalized AI-powered assistant that helps people make instant, data-driven food decisions using their own CGM data.

🔑 Key Features (Sell These with Confidence) 📊 1. CGM Report Intelligence Users upload their Dexcom CGM report once.
Our AI agent reads and summarizes glucose trends:

• What foods spike their sugar
• What meals stabilize it
• Time-of-day patterns and glucose recovery It builds a personal blood sugar profile unique to each user.

🍽️ 2. Smart Restaurant Recommender Going out to eat? Just type:
“Mexican restaurants in San Jose” The assistant:

• Finds nearby restaurants using Google Maps
• Simulates or scrapes real menus
• Analyzes the dishes with the user’s CGM data
• Shows:
  • ✅ Safe to Eat
  • ❌ What to Avoid
  • 🧠 Smart Combinations No more risky guesses at the table.

📸 3. Menu Image Analyzer Snapped a photo of a restaurant menu?
Upload it — the AI extracts the text and evaluates every dish using your CGM history. This works in cafes, restaurants, even street food stalls — anywhere menus are visual.

💬 4. ChatBuddy — Ask Anything “Can I eat ice cream?”
“How do I handle rice cravings?”
“What’s a good post-lunch snack?” The chatbot gives clear, science-backed answers in 1–2 sentences, personalized by your CGM data.

🔐 Why It Matters

• Diabetics spend 15+ hours/week managing food choices
• Every glucose spike increases risk of long-term complications
• No current app combines real CGM data + real-time restaurant analysis Glucose Guardian:
• Reduces stress
• Saves time
• Makes every bite smarter

🧭 Who It's For:

• People living with Type 1 or Type 2 Diabetes
• Pre-diabetics trying to prevent progression
• Caregivers and families
• Nutritionists & coaches working with CGM data

Built With

• aiagents
• crewai
• openai
• selenium
• streamlit
• tesseract
• trae