Vicky Tsang

Vicky is a Senior Software Engineer at AMD. Vicky graduated from the University of Western Australia with a degree in Computer Science and Japanese Studies.

Posts by Vicky Tsang

February 27, 2026

Exploring Use Cases for Scalable AI: Implementing Ray with ROCm 7 Support for Efficient ML Workflows

Ray with ROCm helps you scale AI applications for training and inference workloads on AMD GPUs.

https://rocm.blogs.amd.com/artificial-intelligence/rocm7-ray/README.html

February 13, 2026

Elevate Your LLM Inference: Autoscaling with Ray, ROCm 7.0.0, and SkyPilot

Learn how to use multi-node and multi-cluster autoscaling in the Ray framework on ROCm 7.0.0 with SkyPilot

https://rocm.blogs.amd.com/ecosystems-and-partners/ray-rocm7/README.html

February 12, 2026

Reinforcement Learning from Human Feedback on AMD GPUs with verl and ROCm 7.0.0

Deploy verl on AMD GPUs for fast, scalable RLHF training with ROCm optimization, Docker scripts, and strong throughput and convergence results

https://rocm.blogs.amd.com/artificial-intelligence/verl-large-scale-rocm7/README.html

September 10, 2025

Exploring Use Cases for Scalable AI: Implementing Ray with ROCm Support for Efficient ML Workflows

Ray, combined with ROCm, provides a powerful platform for scaling AI applications, particularly for training and inference workloads.

https://rocm.blogs.amd.com/artificial-intelligence/rocm-ray/README.html

April 24, 2025

Reinforcement Learning from Human Feedback on AMD GPUs with verl and ROCm Integration

Deploy verl on AMD GPUs for fast, scalable RLHF training with ROCm optimization, Docker scripts, and impressive throughput-convergence results

https://rocm.blogs.amd.com/artificial-intelligence/verl-large-scale/README.html

April 01, 2024

Scale AI applications with Ray

Scale AI applications with Ray

https://rocm.blogs.amd.com/artificial-intelligence/ray/README.html