Manal is AI Lead at Ardurra, where she applies data analytics, machine learning, artificial intelligence, GIS, and digital tools to help infrastructure and utility clients make more informed decisions.
With 10 years of experience, Manal has led innovative data-driven solutions across water, wastewater, transportation, electrical distribution and asset management. Her work includes predictive modeling, infrastructure risk assessment, computer vision, automated data collection, and interactive dashboards that help clients improve system performance, prioritize investments and reduce operational risk.
Manal earned her Ph.D. in Technology from Purdue University and holds a Master of Science in Management Information Systems and a Bachelor of Arts in Business Studies. She is also a Lean Six Sigma Black Belt and Envision Sustainability Professional.