In the Netflix original "Leila", we see that
Sapna, the maid of Shalini, is later a very rich housewife and her husband, Mohan is the "right hand" of Joshi, the ruler of Aryavarta
The time that elapsed between Shalini's capture and her returning to the inner circle as a Category 5 help is 2 years and few months (or weeks)
2 years: Pooja and Shalini have a conversation in episode 1 as to how much time has passed since she came here and Shalini says 2 years
Few months/weeks: Her becoming a Category 5 helper to when she meets Sapna
Sapna says she was already with Mohan (who was a right hand to Joshi even then) when she was a maid of Shalini when the incident happened.
So my question is how did Sapna become very educated & super eloquent in english (not to mention super rich) in a span of 2 years ? or is my timeline wrong ?