How to build a 12v 100+ Amp power supply (Transformer, Diode Bridge and Cap)?

I suggest you use 24V led strips, which will need up to 60mA per 6 LEDs. Then the maximum current will be 16.8A which is much more manageable. You can buy a 24V 450W PSU off the shelf.