GJ R.

I am a full stack Machine Learning engineer working on computer vision problems. I have developed several high performance revenue generating ML systems in the domain of traffic and trajectory analytics, automatic License plate recognition and vision based manufacturing analytics. I’ve experience in: - Microservice based ML System Design - Model training, Quantization/Compression - Pre/Post Deployment MLOps - Developing high performance, resources critical deployment pipelines in C++ for arm/x86 Frameworks/Stacks I have worked with: ML : Pytorch, Keras Development: Python, C++/Cmake, Rust Model Optimisation/ Compression: TensorRT, OpenVino, TFLite, Intel NNCF Deployment/Ops: Docker, AWS, GCP, Grafana, Prometheus Hardware Platforms: Nvidia Jetsons, Intel CPU/GPU, Intel NCS2