The pharmaceutical industry is a dynamic field driven by the relentless pursuit of novel solutions for a wide range of ailments. Drug discovery, a complex and multifaceted process, entails a deep understanding of physiological mechanisms underlying pathological disease. Scientists employ a multitude of cutting-edge techniques to identify promising