I developed deep learning models to predict early sepsis from ICU vital signs and laboratory data, and the project won AI InnoFest at Bahria University Islamabad. My work included clinical data preprocessing, feature engineering, model evaluation, and validation.
I also designed a low-cost wearable system for real-time gait monitoring, integrating pressure sensors with an ESP32-S3 and a Flutter app. Its prototype is undergoing clinical trials at Holy Family Hospital, Pakistan.

