At Ropedia, I lead Malaysia’s technical and data operations for real-world data delivery supporting Physical AI development. I direct infrastructure planning and service governance, and lead a five-member technical team.
I drive AI automation and integrations using tools including Codex, Claude Code and Lark. I also developed the Data Validation Tool with Claude Code to check metadata and detect recording issues.
Previously, at Lalamove Malaysia, I managed country-level IT operations for about 180 users across headquarters and seven operational hubs. I planned a nationwide Windows upgrade and workstation refresh covering approximately 60–80 devices.
