I am a visiting researcher at the Data Science Applications (DSA) group, German Research Center for Artificial Intelligence (DFKI). I am a PhD student in Computer Science at Mohammed VI Polytechnic University in Morocco. My research aims to bridge the gap between high-dimensional data and human comprehension by developing innovative dimensionality reduction techniques tailored for effective visualization and knowledge discovery.