Lessening global poverty is a challenging task but citizens should work incessantly on this issue. Currently, global data indicates that citizens are generally failing in lessening global poverty. It is a curse and needs scientific/humanistic treatments for complete eradication. It is responsibility of every individual/government to work against poverty. My article pinpoints some issues related to poverty and suggests a few conventional and innovative measures against this curse. Focal idea of the article is; promotion of entrepreneurship among poor section of society through effective financing and training which will lessen global poverty.