Hands-on engineer with 12+ years delivering production systems for APAC enterprises.

Four years at Confluent embedded with customers in financial services, banking, insurance, retail, resources and public sectors - Kubernetes, cloud, networking, Kafka, Flink and hard troubleshooting.

Early and prolific adopter of AI-assisted development since 2022, applying it daily to customer engineering challenges and to personal projects across embedded systems, serverless and full-stack. Working hands-on with agentic coding tools (Claude Code, IBM Bob) and a GPU lab for local model work.

Founded and ran a consultancy; built and sold a commercial product.

This is the stuff I do on the weekend.