Things I would have done:
Add tons of varied habitat as well as dense cover before it fills. Rock piles, boulders, brush piles, plastic fish attractors, pallet stacks, and plenty of them.
Add pilings for a dock.
Divert the run-off from neighbor's pond upstream to keep the LMB out.
