I just found the solution and it was in the documentation all along.
All I did was add the solid_queue plugin to the Puma configuration file (puma.rb) and it not only executes the jobs but also provides logs to see what’s happening under the hood both in the development and production! 
I would highly recommend this way of execution rather than the bundle exec rake solid_queue:start rake task.