Have you considered expanding your search outside of apartments/condos?
The neighborhood you'll be working in is right on the edge of Little Italy and Fells Point.
If you do a search on craiglist in the apt/housing section for "fells point", there are 112 choices for below $1200. You'd be able to walk to work within 15 minutes from all these places. Fells Point is a great neighborhood too.
As an example, here's one that caught my eye:
2 bath Renovated.
If Fells Point, a lot of the houses are on narrow roads where you can't park your car. Broadway, Wolfe, Ann, Collington, and Patterson Park are some of the main avenues of the neighborhood.