This thesis investigates the electronic properties of nanoscopic systems under the presence of many body interactions, given rise to the Kondo effect. Firstly we studied the SU(4)-SU(2) crossover driven by an external magnetic field and the spin-filter properties of a capacitively coupled double quantum dot nanosystem. The crossover is characterized by the difference between the spin polarization of the electronic occupation at the double quantum dot, as a function of the gate potential applied to the quantum dots. Despite the fact that the external magnetic field breaks the SU(4) symmetry of the Hamiltonian, the ground state preserves it, as an emergent property, in a region in the parameter space where the electron are not polarized. The spinfilter properties due the spin polarized electronic population at the dots is also discussed. These properties are studied using the projector projection operator approach, which describes very accurately the physics associated to the ground state of Kondo systems. In a subsequent chapter, we analyze the effect of the spin-orbit interaction in a quantum dot connected to leads, represented by the Anderson impurity model on the Kondo effect. Contrary to several other authors previous results, we show that the Rashba spin-orbit interaction exponentially reduces the Kondo temperature while the action of the interaction on the quantum dot itself could be a mechanism of destroying the Kondo regime, as it breaks SU(2) symmetry. Using the Anderson model with spin-orbit coupling we propose a spin transistor device made of a quantum dot connected to a Rashba spinorbit interacting nanoribbon, deposited on a ferromagnetic substrate. The quantum dot is also connected to two lateral metallic contacts, through which the current flows along the system. The Rashba spin-orbit interaction creates a spin-flip mechanism at the quantum dot. We show that the system is capable of operating as a spin-transistor.