Mentor
Someone who is more experienced and takes a special interest in the development of another, particularly a student. "A mentoring relationship is a close, individualized relationship that develops over time between a graduate student and a faculty member (or others) that includes both caring and guidance." Ref. Univ. of Michigan Student Information.