Multi-Camera Real-Time CV Pipeline
Real-time multi-camera system in C++17 using NVIDIA DeepStream SDK and GStreamer, processing 4 or more concurrent video streams at 30+ FPS on NVIDIA Jetson edge devices. PyTorch to ONNX to TensorRT (FP16 and INT8) model conversion pipeline delivered 3x inference speedup, with OpenVINO fallback for Intel hardware. CI/CD with GitHub Actions, Docker deployment, unit tests with Google Test.
Mutte Ur Rehman
Independent AI Engineer · LLMs, RAG, Agents · Computer Vision on Edge
I build production AI systems. LLM agents, RAG pipelines, and computer vision on the edge.