Focus on data-efficient computer vision for manufacturing: semi- and self-supervised learning, robust model adaptation, and curated industrial datasets; paired with mechanics-driven design: topology optimization under uncertainty, actuation for morphing structures, and 3D scanning for aerospace-grade inspection.