🏆 2nd Place Winner - Solvathon 2026 🏆

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🎯 The Core Problem

In hostel mess facilities, students rely on static notice boards. This lack of digitization leads to massive systemic inefficiencies:

❌ The Problems	📉 The Impact
Nutritional Blindness	Students cannot track their Calorie, Protein, Carb, or Fat intake.
Disconnected Preferences	Management cooks blindly without knowing what students actually want to eat.
High Food Wastage	Bulk cooking of low-demand dishes results in massive daily food waste.
Dietary Obscurity	Students with specific dietary profiles (Veg/Non-Veg/Special) lack transparent choices.

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✨ Our Revolutionary Solution

FitVIT is an intelligent, dual-platform ecosystem designed to be effortlessly accessible for students and profoundly insightful for mess management.

📱 1. Student Experience App

Empowering students with dietary transparency and a loud voice.

• 🍽️ Digital Daily Menus: Beautiful UX displaying daily menus organized by exact dietary profiles.
• 🥗 Nutritional Transparency: Granular macro breakdowns (Calories, Protein, Carbohydrates, Fats) for every single dish.
• ⭐ Actionable Feedback Loop: Instant dish rating out of 5 stars + qualitative feedback driving quality control.
• 📅 Advance Preference Mapping: Students lock-in their choices for Regular and Feast Menus, preventing over-preparation.

💻 2. Admin Intelligence Dashboard

Transforming guesswork into data-driven operations.

• 🧠 Predictive Demand Engine: ML-driven analytics model predicting real-time demand down to the exact dish.
• ♻️ Waste Management Triage: Automated system flagging dishes as HIGH RISK, WATCH, or SAFE for wastage.
• 📊 Dietary Vault Analytics: Stunning visualizations mapping the entire demographic footprint of the student body.

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🏗️ System Architecture

graph TD;
    A[Student App] -->|Advance Preferences| B(Supabase DB)
    A -->|Ratings & Feedback| B
    B --> C{Predictive Engine}
    C -->|Calculates Demand & Risk| D[Admin Dashboard]
    D -->|Adjusts Quantities| E[Hostel Kitchen Operations]
    E -->|Optimized Menu Flow| A
    
    style A fill:#4CAF50,stroke:#388E3C,stroke-width:2px,color:#fff
    style D fill:#2196F3,stroke:#1976D2,stroke-width:2px,color:#fff
    style C fill:#FF9800,stroke:#F57C00,stroke-width:2px,color:#fff
    style B fill:#1E1E1E,stroke:#333,stroke-width:2px,color:#fff

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🗂️ Branch Strategy (Monorepo)

Branch	Description	Status
main	Core documentation & Solvathon overview.	🟢 Active
app	Source code for the Student App & Admin Dashboard.	🟢 Active
website	Source code for the web portal.	🟡 In Dev

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🛠️ Tech Stack & Magic Under the Hood

• Frontend: React Native (Expo Router) paired with a custom Living Greenhouse UI System
• Backend: Supabase (PostgreSQL, Auth, Edge Functions)
• Intelligence: Python-based ML predictive engine
• Analytics: React Native Chart Kit for immersive data visualization

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Concepted, Designed, and Built with ❤️ by 5Stars Team.