Bilal Siddique earned his Master’s Degree in Biomedical Engineering from Air University, Islamabad, Pakistan, with a focus on Biomedical Instrumentation and Biomedical Signal Analysis. During his studies, he developed a portable cardiac monitor designed for real-time arrhythmia diagnosis and the data sharing of cardiac bio-potentials and associated physiological parameters between patients and doctors. This project was funded by the National Center of Artificial Intelligence in Islamabad, Pakistan. Since 2022, he has served as a Lecturer in the Biomedical Engineering Department at Air University, supervising undergraduate Final Year Design Projects, two of which have secured seed grants.