Having Seida Ahmed as part of our team was a delightful experience. Her blend of soft skills and technical expertise greatly enhanced our project. Seida consistently met deadlines and maintained high standards in her work. Her communication with the project director was effective, demonstrating a clear understanding of the project's objectives and providing regular updates on her progress. The predictive analysis models she developed, leveraging Machine Learning techniques, are set to significantly enhance advanced analytics in the humanitarian and development sectors. I strongly endorse her for future endeavors in these areas.