Gov. Larry Hogan said his wife, the country's first Korean American first lady, championed the operation.
The University System of Maryland announced Wednesday that Darryll Pines would take over the role.
The former national intelligence director will speak at Xfinity Center in December.
He's launching a national nonprofit organization.
Dining facilities and one of the new dorms will be on the Varsity Practice Fields.