The functioning of society, particularly for engineers, is heavily impacted by knowledge. Humanity's progress is based on two main pillars -Information and Knowledge. Educational institutions play a crucial role in creating competent youth, and the teaching and learning process needs to be reinvented to achieve this goal. Assessments in the form of tests and examinations are an essential means of identifying the impact of teaching and learning. Examinations complement the learning process, prepare students in their quest for knowledge, and play a pivotal role in this pursuit. As technology continues to advance, it will inevitably blend with the assessment process, particularly in the design of examination papers and formats. The standardization of test papers has been a persistent concern.Manual approaches to designing test papers cannot cater to the requirement of testing learners on various aspects of learning. An automated approach would make the process of designing test papers more efficient, effective, fast, streamlined, randomized, and secure. The proposed system ensures total randomization of questions, avoiding repetitions, and can be beneficial to many educational institutions