Despite the efforts of researchers and scientists, the development of drugs and vaccines against the pandemic is still a big challenge . Covid-19 pandemic vaccine development has been revolutionized by the discovery and usage of AI techniques. Small molecules, epitopes as well as peptides are collected which might be utilized for modeling, creation, or screening based on artificial intelligence. Moreover, ML has also been utilized for using the already available biological data for the detection of COVID-19 therapies as well as for advancements in vaccine development. Furthermore, AI models also play a role in finding out the best potential targets for the development of future treatments. Moreover, AI might also help in solving issues related to pandemic vaccines safety, efficacy, manufacturing as well as storage. Beyond that, AI algorithms also help in identifying the best vaccines developed which has been reviewed in a paper recently . ML and AI have offered effective solutions for the speedy discovery of antiviral drugs and vaccines. Recently, the applications of ML and AI in controlling the pandemic have been reviewed with the challenges and future directions also being discussed thoroughly . Moreover, AI can improve the response to this pandemic as it can evolve. WHO has a framework that might be utilized to study the applications of AI for responding to pandemics which focuses on 5 domains. AI's weaknesses in preparing for future pandemics have been