Muhammad has over 16 years of experience in software development and solution architecture. He is designing and implementing data-driven decision-making environments, incorporating big data technologies and advanced visualization capabilities. Muhammad has collaborated with academic research groups on projects from ocean and atmospheric simulation to climate change analysis. He has experience in developing interactive visualization dashboards, leveraging technologies such as Python Flask, Leaflet, and MySQL Server.