I looked at your project and for me it is running very smoothly, almost don't feel the loading time. But I'm on a pretty performant system and have good bandwidth. Personally I would try first to cut down where possible.
It is a very heavy project, due to both the videos and the high quality images. And complicated advanced actions can also slow down performance, maybe optimizing them could help as well.
Lilybiri