I am handling a major project with multiple integrations. Do I need to follow the Waterfall model or

The model you select depends on your Organization culture conjointly based on the requirements. If the prerequisite is obvious and there are no major changes within the project, at that point you'll be able to go for Waterfall Model else you would like to decide on the Agile model because it will offer assistance to handle changes effortlessly.