tech In Progress USC Ginsburg Hall Digital Twin BIM/3D + IoT pipelines for monitoring and analytics. IoT Azure Digital Twin Python BIM In Progress Truck Detection under Camera-Angle Domain Shift Adapting YOLO-based truck detection to stay robust across cameras at different positions and angles — tackling geometric domain shift. YOLO Object Detection Domain Adaptation PyTorch 🏆 1st Prize — SNU Ambient AI On-Device Real-Time Blurring Real-time privacy blurring at target FPS on-device under thermal and power constraints — 1st Prize, SNU Ambient AI Competition. On-Device ML PyTorch Mobile Android YOLO Fine-Grained Classification From self-rendered 3D dataset and CNN baseline to CLIP-based few-shot fine-grained recognition with context conditioning. TensorFlow PyTorch CLIP Few-Shot Learning 3D Rendering HuggingFace Python Lens — Sensor-Aware Image Acquisition under Shift Stabilized recognition accuracy under natural distribution shift via adaptive sensor control — validated across multiple backbones. Computer Vision Domain Shift PyTorch Person-Following for Indoor Robots ROS-based real-time person tracking pipeline fusing RGB-D and LiDAR — deployed on Jetson-class hardware at COGA Robotics. ROS Python Deep SORT LiDAR Edge Deployment LC-2K Assembler & Simulator Classic architecture toolchain project - assembler + machine simulator. C Computer Architecture Pipeline Assembler Simulator design Urban Aquaculture — Vertical Fish Farm & Housing Architecture Design Studio 2 - 2023 Architecture Grasshopper Rhino AutoCAD Infectious Disease Response Hub Architecture Design Studio - 2022 Architecture Rhino Space Planning Urban Design BLINK — 2D Character Animation Multimedia - 2021 After Effects 2D Animation Character Design Furniture Design - Acrylic Chair Digital Fabrication - 2021 Design Furniture Laser Cutting Shrimp Abstraction Digital Fabrication - 2021 Design CAD Laser Cutting Fabrication
