Here are a few projects from classes and internships.
Purpose: Explore and visualize sound using math equations. This project uses the computer's microphone to capture sound, and applies the sound data to generate dynamic, colorful visual patterns in real-time using math equations. It is made up of two reactive nebulas that moved based upon the bass and treble.
Purpose:Predict NFL game outcomes using machine learning techniques. I built a model in Python leveraging Pandas, NumPy, and scikit-learn, applying logistic regression with cross-validation to ensure reliable performance. To optimize results, I developed and trained a scikit-learn pipeline that incorporated targeted feature extraction and iterative tuning, ultimately achieving a 70% prediction accuracy on recent seasons.
Purpose:I deployed a secure authentication system that utilized salted SHA-512 password hashing to ensure strong protection of user credentials, integrating robust file I/O operations and comprehensive exception handling to maintain system reliability. As this is a back end project, there is no visual component.