It is very similar to drama as the writer of novel is same. Male is shy and independent fall for female but not tell her. He caring and possesive about female lead . School to Work life. Female lead fall first. First crush

It has First love and we also see that the male lead is
Independent it start with their School life.
We see Friends to lover relationship and alo caring male lead funny loving female lead .

Supernatural drama
Mystery in the story
Secret relationship
Similar story setup.....
Nice male lead......

Web series handsome male lead cute female lead
Funny story line first love in both drama nice characters