Will I have a hard time finding my sizes in Japan ?

Yes, you will likely have a hard time as most Japanese women are around 110 lbs or less and are A cup chests. Shoes will be fine but tops will be a challenge. Also be aware that clothing sizes run smaller in Japan so a large in Japan is a Medium in the U.S. etc.