Waliya demonstrated exceptional attention to detail and problem-solving skills throughout the project. When challenges arose with the dataset, she took the initiative to go back, verify, and correct the information, ensuring accuracy and consistency. Despite setbacks, she worked diligently to complete the required tasks, showing perseverance and commitment to high-quality work. Her contributions have been invaluable to the project’s success, and we truly appreciate her efforts.