The article discusses the application of a four-leg inverter with sinusoidal pulse width modulation to improve power quality using a unified power quality conditioner (UPQC). It addresses various power quality issues such as harmonic mitigation, voltage sags, and swells, while employing artificial intelligence techniques like neural networks and fuzzy logic for better system performance. Simulation results from MATLAB/Simulink are presented to support the proposed control strategies and system effectiveness.