Musaab_Portfolio

I am a passionate and driven Engineering graduate with a strong interest in technology and innovation. I am experienced in applying cutting-edge solutions to solve complex challenges and skilled in data science, image processing, and AI techniques.

Project 2: Development of Prediction Models to Detect the Presence of MGMT Promoter Methylation for Prognosis of Brain Tumor

• Created a tool that classifies MGMTp methylation status for the prognosis of brain tumor.
• Applied Several Image pre-processing techniques
• Utilized ResNet50 and EfficientNetV2 and evaluated the performance of each model.
• Built a Graphical User Interface (GUI) using gradio of the Best Model

Project 1: Non-invasive Continous Glucose Monitoring

• Developed a Device that measures glucose continuously and non-invasively.
• Build A Portable smartwatch device using ESP32 TTGO T-Display
• Utilized Random Forest regressor for the prediction.