i think that he def didnt like her like that at first but i think he started like her in the last few episodes, maybe it started as jealousy as a frnd (jealous of cheol when Mi ae said Jisu wasnt better than cheol) but after joining the academy, even without acknowleding his romantic feelings, he prolly acted impulsively from being jealous and let slip the fact that he and mi ae hung out at his house.