Research Projects
Showcasing the projects myself and our lab has worked on.
Cardiac Physiology Action Potential Sandbox
An interactive cardiac electrophysiology playground to explore ion-channel effects, drug presets, pacing, and ECGs.
ECG Basics — Rate, Rhythm, Axis
COVID-19 Case Prediction Model Comparison
A COVID-19 case prediction model comparing LSTM/GRU, ARIMA, Random Forest, and XGBoost algorithms.
HCMV Multi-Omic Analysis
HCMV Multi-Omic Analysis Dashboard Alignment of all omic dat...
Machine Learning Cookbook for Epidemiological Modeling and Viral Genomics
Machine Learning Cookbook for Epidemiological Modeling and Viral Genomics Introduction Welcome to my journal on mac...
MambaVirus
MambaVirus is a 1 billion parameter foundational genomic model trained on labeled viral genomes, genes, and instructi...
Modeling Novel Proteins of Mutant Human Cytomegalovirus
Structural analysis of mutant Rab3A proteins in recombinant HCMV strains.
System for Operational Modeling of Biological Replication and Adaptation (SOMBRA)
A system to generate artificial HCMV genomes and simulate evolution to characterize geographical strain diversity.
Sequence-Based Virus Host Prediction — A Curated Dataset and Generalizable Framework
Project page for the dataset and AI framework to identify human-infecting viruses.
Interested in Collaboration?
I'm always open to new research opportunities and partnerships.
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