GPU health checks: investigating inconsistent results
Why two health checks reported different GPU states, and how I fixed the architecture.
AI Infra Engineer at Verda

I work on GPU observability and cluster reliability. My background is in cloud infrastructure and software engineering.
Why two health checks reported different GPU states, and how I fixed the architecture.
How NVIDIA’s GPU monitoring tools fit together, from device metrics to cluster monitoring.
A Kubernetes deployment on AWS using Terraform, with Prometheus and EFK for monitoring.
A cold-room monitoring system with temperature tracking and alerts.
An AI museum guide that answers questions about artifacts.
AI Infra Engineer
GPU observability and cluster reliability for AI infrastructure.
Cloud Engineer
Cloud infrastructure, AWS serverless systems and IoT.
Software Engineer
Architecture and software delivery for complex microservices systems.
Cloud & Network Infrastructures
Aalto University & Université de Rennes · 2024–2026
University of Oulu · 2018–2022
For questions or a conversation, email ruikang.tao21@gmail.com.