Built an AI/ML platform for plant-host-aware therapeutic protein DNA optimization. The system collects protein data from UniProt, generates optimized DNA sequences, engineers biological features, trains leakage-aware ML models, compares multiple algorithms, and explains predictions with SHAP. I also developed an interactive Streamlit dashboard for model analysis, host comparison, and decision support.