Was fat man the atomic bomb named after Winston churchill?

The atomic bombs dropped on the two cities in Japan were named 'Little Boy' and 'Fat Man'. It is believed the 'Fat Man' was named after Winston Churchill, the Prime Minister of England at the time. The name 'Little Boy' may have referred to Franklin Roosevelt.