Ok gang here are the few things I've tried:
1. Move the drain pipe above the water to alleviate the back pressure - no change.
2. Vinegar bath of the pump - no change
3. Used a piece of tape to cry to cover the vent hole in the durso (partially, fully) - If I covered it fully, the gushing came even more poweful.
FYI. When I changed the sump, the water chamber of the pump became smaller than before. Perhaps since the chamber is smaller, there is less water surrounding the pump to make the pump more efficient in sending water to the tank? But I doubt this is the issue.
What DID work was partically closing ball valve on the drain side, and that made the water rise higher in the overflow so that it didn't gush into the durso.
Because of the above, do I think it might be the pump not being strong enough. But I never had this issue before, and have been using the pump for over a year.