Why is it "wa"?
Because bag belongs to the M/MI class (class 3/4). In the singular, you use w and in the plural, you use y
mfuko wa Esther = Esther's bag
mifuko ya Esther = Esther's bags
mti wangu = my tree
miti yangu = my trees