I architected InfiniDisplay CMS, a digital signage ecosystem built with Python and SQL to manage content across remote screens. I also developed its player engine with heartbeat monitoring and deployed the system on Ubuntu Linux.
For my vehicle damage detection project, I built a React dashboard and FastAPI backend around a fine-tuned Faster R-CNN model. The system returns bounding boxes and confidence scores for display on a custom canvas, with inference latency under 150ms.

