Yes. However, there is a myriad of reasons that Windows crashes. Far more information is required before anything other than a simple "yes/no" answer can be given.
Far more likely here is a memory or software issue than anything wrong with SSD or HD.
MemTest (just like any other tools) may, or may not show intermittent errors. However, for the sake of argument let's assume that memory is fine. Now you have to look at software:
1> Is EVERYTHING on your system legitimately purchased (including Windows)? Pirate software frequently causes problems (and will not receive any form of support here)
2> Is all installed software Windows 10 compatible and up to date?