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🚀 SCHEDULA — AI-Powered Smart Timetable System

Welcome to the official Wiki of Schedula, an intelligent academic scheduling platform designed to automate timetable creation and optimize institutional resources.

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🧠 Overview

Schedula is a full-stack, AI-assisted scheduling system that:

• Automatically generates clash-free timetables
• Uses constraint-based scheduling algorithms
• Provides AI-driven analytics and insights
• Supports real-time updates and faculty workflows

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❗ Problem

Traditional timetable creation:

• Takes weeks of manual effort
• Leads to frequent clashes (faculty, room, batch)
• Lacks optimization and analytics
• Causes uneven workload distribution

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💡 Solution

Schedula solves this by:

• Automating timetable generation
• Enforcing strict scheduling constraints
• Providing real-time clash detection
• Offering AI-based optimization suggestions

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⚙️ Key Features

• 📅 Smart timetable generation engine
• ⚠️ Real-time clash detection
• 🔄 Faculty lecture swap system
• 📊 Analytics dashboard
• 🤖 AI-powered timetable insights
• 👨‍🏫 Faculty-specific dashboards

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🏗️ System Architecture

Frontend (React) ↓ Backend API (Node.js + Express) ↓ Scheduling Engine (CSP Logic) ↓ Database (PostgreSQL - Supabase) ↓ AI Layer (Groq API)

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🧠 Core Concept

Schedula uses:

• Constraint Satisfaction Problem (CSP)
• Greedy Scheduling Algorithm
• Heuristic Optimization
• Occupancy-based conflict detection

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☁️ DevOps Overview

• Docker (containerization)
• GitHub Actions (CI/CD)
• Vercel (frontend hosting)
• Render (backend hosting)
• Kubernetes (scaling & orchestration)

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📈 Impact

• Reduced timetable creation time from weeks → minutes
• Eliminated scheduling conflicts
• Improved resource utilization

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👥 Team

• Indresh Suresh — Full-stack, backend, scheduling engine
• Komal Pandey — Frontend & integration
• Utkarsh Pandey — Documentation & coordination
• Tanuja Patil — Documentation & coordination

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🔗 Links

• 🌐 Live Demo: https://capstone-project-xi-wine.vercel.app/
• 💻 GitHub Repo: https://github.com/indresh404/Capstone-Project

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📚 Wiki Sections

• System Architecture
• Backend Deep Dive
• Timetable Engine
• Database Design
• DevOps & Deployment
• API Documentation
• Future Scope

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Schedula is a scalable, AI-powered system designed to bring automation and intelligence into academic scheduling.