class projects Multi-modal Sequence Encoding for AMPs Benchmarking peptide sequence encoders and multi-modal transfer learning for out-of-distribution generalization. CIS 5200 (Machine Learning). Music Genre Classification Classification model to predict the genre of a Spotify song based on its audio features. Final project for CIS 5450 (Big Data Analytics). Simplified Phase Vocoder Implementation of a simplified phase vocoder system in MATLAB to tune vocal input to the C Major scale. BE 3010 (Signals & Systems). Cell Movement and Morphology Analysis Tracking cells over using CV and microscopy images. ENGR 1050 (Scientific Computing).