Conditional Density of an Exponential Given a Sum of Exponential (Gamma)

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I'm wondering about this particular problem Conditional Density of an Exponential Given Gamma

I did not understand the anwser. In fact, we didn't see Basu's theorem in class, and i would like to understand the problem without this theorem. Could someone be help me find another way to solve it?

Thank you very much