International Journal of Science, Engineering and TechnologyAuthors: Avvari Pavithra, Y Jeevan Nagendra Kumar, Yenna Gnaneshwar Reddy, Ponnamanda Eswar, Madupathi Nithin Kumar
Abstract: Honestly, I've seen that most schools are still based on blunt tests and even though they make the exams are the same whether it is a person who is answering it but at his own pace, it's a bad thing when people learn at different pace. One tool taking the game far further is IntelliQuiz which automatically generates entirely new quizzes using AI and sprinkles in some gamifying fun as well to keep things as interactive as possible. Instead of offering one format, it will take material from PDFs, videos and even just plain text, to construct its questions that shift in real time during class, based on how each student is doing. Harder questions pop up after a correct answer the easier ones pop up if someone's struggling. Behind the curtain, the system has a combination of Spring Boot to manage server-related operations, React with Tailwind for frontend styling and storing everything in a PostgreSQL database. Access control divides the users into three groups namely Admin, Teacher and Student as per which they are provided only the permission as secured tokens. The engine really stands out because it fits large language models with retrieval methods to bring facts in into the room before generating the questions so that any prompt will be linked back to specific learning objectives and kept on point. The challenge scales over the levels of beginners, intermediaries and experts automatically without additional effort from teachers. It even tweaks questions on the fly based on how fast a learner is answering, the success rate and how his summers are without having to work on the testing questions instead of fixed testing questions, round by round helps to form itself around what a user actually knows. Points, badges and leaderboards pop-up as the progress is made encouraging that little quiet competition that keeps the attention wired. Live charts are updated as the activity comes through illustrating the gaps, the strengths and patterns. One benefit of this is that teachers may recognize trends early and students may realize where they want to expend their energy. The modular aspect to this means it can scale up very easily and shift very easily from one device to another including network condition. Every answer generated by AI gets screened first: it gets double checked before making its way to a student meanwhile the logic behind each score is traceable with difficulty weighed and usefulness measured. Regardless of whether the solution is online or offline, on the school servers or in a University data center, the solution remains lightweight. The time which until used to manually build quizzes now gets freed up via smart automation. Grading occurs plainly and obviously, comments are specific, and monitoring is close always using gripping levels of tracking. As validation is built in along the way, the trust is intact as the system becomes faster. Learning isn't simply tracked it changes itself in real-time according to personal rhythm, pace, depth and direction. It's not some type of magic or noise, it's a constant consistency between effort and growth.
