MC fell in love during their 18th life, died, and is still in love with the same person after being reborn. She remembers everything in all her past lives. The love interest still loves the 18th life MC, which is why she's her own rival.
The current age gap is 10 years or less because MC died when both were still children, and she was reborn shortly after death.