At WizVision Pte Ltd, I rebuilt EKS worker-node images as CIS Level 1 hardened AL2023 AMIs across two UAT clusters. I also handled RHEL9 upgrades and vulnerability patching across production and UAT systems.
I automated more than 50 batch processes with JobScheduler, reducing manual intervention by 40%. JMeter load testing helped identify bottlenecks, and fixing them improved application response times by 20%.
In my personal projects, I built unattended content pipelines using LLMs and other tools, and a GitOps-managed Kubernetes homelab. I also created pvewatch, an open-source Proxmox backup and VM monitor.

