I am not a teacher. I think the word " reclusive" in your context is very smooth. Here's a word -"hermit" for your reference
e.g. He spent the rest of his life as a hermit after he resigned office.
Hope other forumites could give you better answers.hermit Show phonetics
a person who lives alone and apart from the rest of society, especially for religious reasons
Student or Learner