Mutte Ur R.

Edge AI, computer vision, and embedded systems, from prototype to production. I'm the CTO and co-founder of an industrial AI startup in Paris. My team ships real-time computer vision on portable camera hardware for enterprise industrial customers across Europe (VINCI, Siemens Gamesa, backing from Bpifrance and NVIDIA Inception). Before that, I built PX4 flight-controller drivers at HyLight for hydrogen airships, and spent four years freelancing on production-grade CV pipelines for industrial clients. 7+ years, MSc in Computer Vision and Robotics (VIBOT, Erasmus Mundus). C++, Python, CUDA, PyTorch, TensorFlow, ONNX, TensorRT, OpenVINO, DeepStream, GStreamer, ROS, Raspberry Pi, Jetson, ESP32, PCB design. Book me if you need help with: Getting your ML model onto edge hardware. PyTorch → ONNX → TensorRT (FP16 / INT8) or OpenVINO. Real 3× to 10× speed-ups possible depending on the model. Deploying computer vision to Jetson, Raspberry Pi, or Intel edge. Multi-camera, real-time, tested in production. Designing an IoT or embedded system from scratch. ESP32 / Arduino / Raspberry Pi, sensors, PCB, power, communication. Debugging why your existing Raspberry Pi / Arduino project doesn't work. Coaching or hands-on fix. Choosing the right hardware stack for your product. From bill-of-materials to enclosure and battery to model deployment. What you'll get: Written documentation after the call: recommended architecture, hardware choices, model conversion path, next-step checklist. No slide fluff.