There are various ways to be an amateur scientist. They don't exactly fit the blokes with big foreheads and white coats paradigm on tv, but they do some stuff.
Many of them plot trajectories of small objects in space (but AI has gotta be much faster than they can be). You might get a light in the sky that is visible only under magnification named after you. You shouldn't expect a Nobel prize or tenure at UC Berkeley though.
If you don't want to be pushed aside by our new computer overlords, you can use your own computer to build a
meteorological station in your back yard and publish the data. Maybe somebody will use the data for science once you've collected some numbers.
Bird watchers, butterfly fondlers and mushroom hunters all get to be citizen scientists if they find a
scientifically organised project to join.