Are you allowed to deploy a parachute mid-flight, or would deploying a parachute change the flight configuration?

No, Para 3.f requires the aircraft to stay in the same flight configuration throughout the flight as it left the box. Deploying a parachute would violate change the flight configuration violating that rule.