I combine ultrasonics, acoustics, and machine learning for nondestructive evaluation and structural health monitoring. Using guided‑wave analytics, FEM models, and simulation‑trained networks, I localize and size damage in aerospace, civil, and mechanical structures, with collaborations in bio‑based process engineering.