This is fascinating! Here's some info from the BC yearbook of 1915 (actual pdf here:
http://ia700501.us.archive.org/8/items/subturriundertow1915bost/subturriundertow1915bost.pdf on page 39 of the pdf, 35 by book numbering):
"Leo Michael Birmingham
49 Chestnut Hill Ave., Brighton, Mass.
Born April 14, 1893, Jamaica Plain, Mass.
Next we present Leo Birmingham, or
"Birmie" as he is usually called. Leo is
one of the originals who started with us "way
back" in 1907, and he is still with us, as is
evidenced by his various work in all activities,
both in and out of class. Ordinarily our
Brighton friend is quiet and satisfied to sit
down and be a good listener. But let some
important question come up and Leo is ' right
on the job" (if I may so speak). Especially
does he arouse his dormant spirit and show
his power as a speaker during class election
times. A "live wire"? — Yes.
Leo is famous for his tan shoes (we suppose these are to match his complexion).
It seems to be tan shoes or nothing with him. And, —well, we have never seen him barefooted. "Birmie" is probably a student. We don't know, with certainty. In the first place he has that happy lot of seldom being called on in class — a particular blessing in our belief. In the second place his answers are so erudite that they are "too deep" for most of us.
Somebody has called him Frank Kennedy's better half,
so often are they seen together. But at the mention of better half "Birmie" gives that knowing wink — and is as silent as the Sphinx himself. At any rate a little thing like that wouldn't handicap our Brighton friend. In our opinion no obstacles will prevent his success. "