Rana Talha Khalid

I'm building medical diagnostic hardware from analogue front-end conditioning to real-time embedded classification. My final-year UPEC device captured ECG, PCG, and PPG simultaneously and delivered on-device CNN-Transformer classification with AUC above 97%.

At Riphah International University, I design instrumentation, circuit design, and digital signal processing labs, establish SOPs and safety protocols, and mentor capstone teams through hardware prototyping and testing. In the Biosensors Lab, I modeled a hydrogel-based heart-rate sensor in COMSOL and built a Transformer+CNN ECG classifier that reached 92% accuracy.

My clinical engineering exposure includes servicing cardiac monitors, ventilators, and 1.5T MRI systems at Doctors Hospital & Medical Centre, alongside supporting Punjab Healthcare Commission equipment compliance audits. At ENDOKARE, I characterized CCD/CMOS sensors for endoscopic imaging and prepared regulatory and client-facing technical documentation.

I also build robotics and wearable-sensor systems, including an MPU6050 gesture-controlled robotic arm with closed-loop PID actuation. As a co-first author on peer-reviewed wearable-health and AI-integrated sensor research, I bring electronics, firmware, medical equipment, simulation, and research together.