The COVID-19 outbreak has greatly forced the education systems around the world to undergo rapid change. Given today's uncertainty, it is essential to understand students' online learning experiences during the COVID-19 pandemic. Despite the fact that many studies were investigated in this area, there is limited available information about the barriers, challenges, and the difficulties students face during online learning. This paper studies the online learning platforms' utilization during the COVID-19 pandemic for students' engagement in the Medical Technology and Allied Healthcare education. This paper looks at studying the various benefits of imparting education through e-learning, identifying the challenges faced by learners, and measures the satisfaction levels of learners. From the study, it emerged that students' satisfaction index in using e-learning technologies is high for courses in Medical Technology and Allied Healthcare education.