Online Examination System is a modular C++17 application featuring a dual interface (Console + Qt 6 GUI) for conducting timed MCQ exams. It supports AI-powered question generation via Gemini/OpenAI with automatic fallback to local files, real-time countdown, detailed analytics, and a clean layered architecture.