Mahmoud is an accomplished subject matter expert specializing in imaging and the application of Machine Learning algorithms. With a rich background in the software development industry, he has held various technical and leadership positions. Mahmoud’s exceptional skills have enabled him to forge numerous cross-sector partnerships between industry and academia. He possesses an impressive academic record, with an MSc in Electrical Engineering and a PhD in Computer Science. Furthermore, he is recognized as the author of 14 US patents, highlighting his innovative contributions to the field. Mahmoud’s expertise, experience, and dedication make him a valuable asset in driving advancements at the intersection of imaging and Machine Learning.