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README.md

Machine Coding Interview Questions

Machine coding rounds focus on implementing a working solution within a time constraint (typically 60-90 minutes). The emphasis is on clean, working code with proper structure.

📁 Directory Structure

🎯 What Interviewers Look For

  1. Working Code: Functional solution that handles basic cases
  2. Code Quality: Clean, readable, well-organized code
  3. Edge Cases: Handling boundary conditions and errors
  4. Time Management: Prioritizing features and delivering incrementally
  5. Testing: Writing test cases or demonstrating testability
  6. Communication: Explaining approach and trade-offs

📚 Prerequisites

Before machine coding, ensure you can:

  • Write clean, readable code quickly
  • Handle edge cases
  • Structure code with proper classes and methods
  • Test your code mentally or with unit tests
  • Manage time effectively

🚀 How to Approach Machine Coding

  1. Understand Requirements: Clarify scope and features
  2. Prioritize Features: Identify must-have vs nice-to-have
  3. Design Structure: Plan classes and methods (5-10 minutes)
  4. Implement Core: Get basic functionality working first
  5. Add Features: Incrementally add features
  6. Handle Edge Cases: Add validation and error handling
  7. Test: Walk through scenarios or write tests
  8. Refactor: Clean up if time permits

📖 Problem Categories

Time-Limited (60-90 minutes)

Focus on core functionality with clean code structure. Examples:

  • Parking Lot (basic version)
  • Snake Game
  • Splitwise (simplified)
  • Tic-Tac-Toe with AI

Feature-Rich (90-120 minutes)

Implement multiple features with proper design. Examples:

  • Ride-sharing service
  • Online auction system
  • Restaurant management system

💡 Tips for Success

  1. Start Simple: Get basic version working, then add features
  2. Use Standard Libraries: Don't reinvent the wheel
  3. Handle Errors: Add try-catch and validation
  4. Write Readable Code: Clear variable names, comments for complex logic
  5. Test As You Go: Verify each feature before moving on
  6. Communicate: Explain your approach and decisions

Navigate to specific categories to start practicing!