Research Projects
From sensor fabrication through real-time machine learning deployment
PhD Research — University of Colorado Boulder
PKIS
In ProgressProsthetic Knee Intelligence System
Stretchable e-skin sensor array with CNN-BiLSTM-Attention deep learning for real-time activity recognition, next-action forecasting, and fall-risk assessment in prosthetic rehabilitation.
SNAP
PublishedStretchable Microneedle Adhesive Patch
Functionally graded rigid-soft hybrid architecture for motion-artifact-free electrophysiological sensing. Published in Science Advances with 149+ citations.
h-TEG
PublishedHierarchical Thermoelectric Generator
Couple-chiplet-device architecture with 3-4 orders of magnitude strain isolation for wearable energy harvesting. Published in Nexus (Cell Press).
Selected Pre-PhD Research
4D Printing & Smart Materials
PublishedSUTD-MIT International Design Centre
Hygro-responsive canopies using chitosan bio-composites with knitted textile architectures for passively actuated smart structures.
3D-Printed Cellular Architectures
PublishedNanyang Technological University
Design, fabrication, and mechanical characterization of honeycomb, Kagome, corrugated, and lattice structures via additive manufacturing.