On my Loan Approval Prediction project, I developed a Logistic Regression model in Python to predict loan approvals and evaluated it using accuracy, precision, recall, and F1-score. It achieved approximately 82% accuracy.
I built APEX OS, a client-side workout planner, with a nutrition engine that calculates BMR, TDEE, and macro targets. I also developed a MET-based calorie burn estimator.
For SoundScout, my senior project, I designed the UI/UX for a mobile music platform connecting independent Arab artists with listeners. I created wireframes, user flows, and screen mockups for Listener, Artist, and Moderator roles.

