I'm Loucif, a software engineer, graduated from the Higher National School of Computer Science - ESI ex INI (Algiers, Algeria) in 2020. Between 2021 and 2023, I pursued a research master's degree in computer vision at the University of Quebec in Outaouais, in collaboration with the National Research Council Canada (NRC). After graduating, I joined IRIS R&D Group Inc. as an AI Scientist, where I lead the research and development of AI solutions for enhancing road safety. My research interests lie primarily in the area of deep learning applications to various computer vision and pattern recognition domains.