Is it possible to have constant marginal cost and decreasing average cost simultaneously? I thought about possibility of occurring such event in the case of presence  of fixed costs, but I would like to know others opinions.
Yes, if there are non-zero fixed costs, and constant marginal cost, then average cost decreases strictly monotonically with quantity, asymptotic to the marginal cost.