This competition proved to be one of the most enriching experiences I have encountered since joining Zindi. Despite being a novice, I exerted considerable effort to maximize my contributions and glean as much knowledge as possible from the endeavor. I extend my sincere gratitude to @Zindi and RMB for organizing and hosting this challenging event. Additionally, I would like to express a personal and heartfelt appreciation to @Koleshjr, whose presentation played a pivotal role in inspiring my participation in this competition.