As strongly coupled quantum dusty plasma consisting of electrons and dust with the ions in the background is considered when there is a streaming of electrons. It is observed that the streaming gives rise to both the slow and fast modes of propagation. The nonlinear mode is then analyzed by the reductive perturbation approach, resulting in the KdV-equation. In the critical situation where non-linearity vanishes, the modified scaling results in the MKdV equation. It is observed that both the KdV and MKdV equations possess quasi-solitary wave solution, which not only has the character of a soliton but also has a periodic nature. Such type of solitons are nowadays called nanopteron solitons and are expressed in terms of cnoidal-type elliptic functions.