Engineered a real-time Automatic License Plate Recognition (ALPR) engine on the NVIDIA Jetson Orin Nano, achieving 75+ FPS at 720p while processing frames, running AI inference and encoding dual video streams. The system uses a custom GStreamer/FFmpeg pipeline to ingest and process video, running INT8 TensorRT-accelerated models for detection and OCR, all while maintaining sub-second end-to-end latency.