I mean you can't do it in your garage, but if you have the facility with the machines and the staff and the knowledge then yeah it's not hard.
There is actually a guy making CMOS transistors in his garage because he has some of the machines, but he can't make them micro-sized and can't make whole die sheets. (Also that's transistors for processors, not memory, but they parallel.)