• Directed the planning and execution of patient-based studies across three clinical departments.• Performed measurements and data acquisition using laser Doppler Vibrometer system and electronic stethoscope from over 80 patients.• Developed a processing scheme integrating signal analysis techniques such as time-frequency analysis, autoregressive modeling, and Empirical Mode Decomposition with machine learning methods like logistic regression to detect carotid stenosis from acoustic signals captured at the skin.• Published research in peer-reviewed journals and presented findings at international conferences. Created a user-friendly graphical interface in LabVIEW for acquiring raw oscillometric blood pressure signals, enhancing user experience and increasing efficiency, which led to its adoption by over 10 technicians.• Developed a MATLAB-based ultrasound tool that enhanced interactive learning and was used by over 100 bachelor students as part of the curriculum.• Facilitated Problem-Based Learning tutorials for 2nd-year biomedical sciences bachelor students.• Prepared a lecture within the course Non-invasive Techniques in Biomedical Research for 2nd-year bachelor students.• Facilitated hands-on practical sessions on Hemodynamics for 1st-year medicine students.