Mohammad Walid Charrwi is a Ph.D. candidate in the electrical engineering department at Grove School of Engineering, City College of New York (CCNY). As a Research Assistant at SERS, he is working on quantum compilation optimization, enhancing quantum computing efficiency using Machine Learning for near-term quantum computing. He also received the first position for CSAW’22 US-Canada competition in the HardwareVsHuman Division. Additional research interests include Hardware Trojans Security, AI Accelerators and High-Performance computing.