Student Spotlight: Muhammad Usman Ghani (Ph.D. Candidate, Boston University)
January 29, 2018
Muhammad Usman Ghani, a Ph.D. candidate in Electrical and Computer Engineering at Boston University, is now in his second year working on ALERT research with Professor Clem Karl. His project, “Advanced Multispectral Computed Tomography (CT) Algorithms” (Project R4-C.1), involves developing learning based algorithms to improve the quality of imaging reconstructions for CT, and applies many areas of his interest, including, machine learning, computer vision, and statistical signal processing. When asked how he initially became interested in ALERT research, he describes an early interest in image processing and machine learning, and states, “The focus of ALERT research is on the cross-roads of inverse problems in imaging and image analysis. Additionally, it is an applied kind of research, which has always driven me. When Professor Karl introduced me to the ALERT research, I instantly became interested.”
A driving force behind his work is his desire to see real world technology applications address the large scale and ever present security challenges faced today. Usman’s goal is to solve various image acquisition and analysis problems, specifically in security scenarios, and is currently working with Professor Karl to draw on big data to develop new machine learning based methods to improve image reconstruction. Outside of research, Usman loves to travel and immerse himself in new cultures, learning about the world’s religions and eating amazing food. When asked where he sees himself in 5-10 years, he is sure research will be part of his career, but has yet to decide if he will stay in academia or work in industry. Either way, his passion for learning and exploring is sure to lead to a rich and exciting future!
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