Sometimes my period is at
The last week of the month,
But my last period started
2nd week of the month. Is
Still there a chance of
Pregnancy even when my boyfriend widraw it?

There is absolutely no guarantee you will not be pregnant from the withdrawal method. There is always super left behind. So yes. You could be pregnant.