diligent student; studious person
Describes someone who studies hard or is devoted to learning, often with a positive connotation.
彼は本当に勉強家で、毎日図書館にこもっている。
He is a real studious person, holed up in the library every day.
Compound of 勉強 (study) and 家 (person with a certain trait or occupation).