Here’s a more concise and LinkedIn-friendly version of the introduction:Dr. Mohammed Almannaa is an Associate Professor of Civil Engineering at King Saud University, specializing in Traffic Engineering and Transportation Systems. He holds a B.Sc. in Civil Engineering from King Saud University (2012), and an M.Sc. and Ph.D. in Civil Engineering (Transportation Engineering) from Virginia Tech (2016, 2019). Alongside his academic role, he serves as a part-time consultant with both private and government organizations, including the Traffic Engineering Department at Alriyadh Municipality and the Deanship of Admission and Registration Affairs at King Saud University. His research spans traffic impact studies, intelligent transportation systems, traffic safety, and the application of machine learning and AI in transportation. He’s authored over 40 publications and led the Data Analysis Unit at the National Road Safety Center (2020-2021). His experience includes evaluating over 30 Traffic Impact Studies and contributing to projects funded by the U.S. Department of Transportation.He's also been recognized with several awards, including First Place in the UAS4T competition at the 2020 IEEE ITSC and the Lifesavers Traffic Safety Scholar title in 2019.