A core-shell particle formulation for delivering multiple therapeutic agents is disclosed. More particularly, core-shell particle formulation configured to independently release therapeutic agents from the core and the shell. Moreover, the core-shell particle bearing therapeutic agents enables treatment against the diseases such as cancer, inflammatory and auto-immune diseases.