Research Projects
Prototype-driven work in wearable sensing, computer vision, health technology, and machine learning.
Research 2025 WearablesPPGECGHealthcare ML
FuSense Ring — Multimodal BP Monitoring
Smart ring with PPG/ECG/temperature/force sensors and Temperature-Adaptive Attention for robust BP estimation.
Research 2023 Computer VisionPoint CloudsDeep Learning
3D Crack Detection in Infrastructure (Point Clouds)
Deep learning for crack detection in 3D point clouds; scaled data collection and labeling pipeline.
Research 2023 Robotics
Interactive Mapping for Vision-based Navigation
Mapping tool that streamlined data collection and cut capture time by ~20% for an autonomous navigation stack.
Industry Projects & Internships
Applied systems work that connects modeling, software tooling, and deployed data workflows.