Hello, teachers. I have a question.

Could I say "I lost the umbrella which I bought the bay before." , when I want to say "I lost the umbrella which I had bought the bay before." ?
And, could I say "I knew that my mother was a nurse." , when I want to say "He knew that my mother had been a nurse." ?

Thank you for your time.
Astro-D