Software Engineer · SRE · AI R&D Lead
Based in Malaysia.
I build software, keep production systems reliable, and lead AI research and development. My work spans backend engineering, infrastructure and observability, and AI tools that solve practical problems.
- Software engineering — backend services, APIs, and developer tools.
- Site reliability — infrastructure, observability, incident response, and automation.
- AI research & development — applied AI, agent workflows, and tools that connect models to real systems.
| Project | What it does |
|---|---|
| TabBridge | Local-first browser automation for MCP clients and deterministic workflows. |
| ghostwrite | Tracks AI-generated code provenance in Git repositories. |
| skillkit | Defines agent rules once and syncs them across coding assistants. |
| sentinel-alert-app | A real-time incident viewer with alerts and on-call state management. |
| s3-log-explorer | Queries S3 and local log files with SQL and keyword filtering. |
| payment-flow-cli | Simulates payment processing with state machines, idempotency, and precise decimal handling. |
Go · PHP / Laravel · TypeScript / Next.js · Docker · Terraform · AWS
Interested in space, astronomy, and where software can contribute to both.



