Projects

tech
USC Ginsburg Hall Digital Twin
In Progress

USC Ginsburg Hall Digital Twin

BIM/3D + IoT pipelines for monitoring and analytics.

IoT Azure Digital Twin Python BIM
Truck Detection under Camera-Angle Domain Shift
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
On-Device Real-Time Blurring
🏆 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

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 OpenCV
Fine-Grained Furniture Classification

Fine-Grained Furniture 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

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

Urban Aquaculture — Vertical Fish Farm & Housing

Vertical aquaculture integrated with residential housing at Seoul's Eungbong Rainwater Pump Station — circular production and consumption within a single building.

Architecture Rhino AutoCAD
Infectious Disease Response Hub

Infectious Disease Response Hub

Adaptive control hub at Gangnam-gu Public Health Center — unifying medical staff, administrators, and the public under a polycarbonate grid structure designed for epidemic response.

Architecture Rhino Space Planning Urban Design
BLINK — 2D Character Animation

BLINK — 2D Character Animation

Frame-by-frame animation exploring eye movement and light as storytelling devices — geometric characters in dark and bright environments.

After Effects 2D Animation Character Design