Windows keeps unused code in ram in anticipation of reuse. That is normal.
95% seems high though. Perhaps you have a memory leak in some app. I think Chrome had this problem at one time.
Use task manager to see if you can find the culprit.
Monitor the hard fault page rate. It should over time average less than 1 per second.