
From Jira ticket to production in 15 minutes
APP-427 appeared in my queue at 9:14 AM. By 9:29, the fix was in production.
Now I build AI systems that amplify human capability. I'm not a vibe coder - I'm an engineer who believes in responsible automation.

AI Engineer & IT Consultant
Kuala Lumpur, Malaysia
Not theory. Not demos. Systems that ship and stay running.
GDPR-compliant workflows, .aiignore policies, data censoring, local LLM deployment. I built the governance framework my team uses daily at a German enterprise.
12 custom AI agent skills. A 9-stage CI/CD orchestrator. Workflow automation for Laravel and Symfony. I don't just use developer tools - I build them.
Started coding at 13. Seven years of PHP, Laravel, Symfony before AI existed. I use AI daily - but I can review, critique, and improve everything it generates.
A practical breakdown of the support automation system: routing, escalation, trust-building with support teams, and why the hardest part was not the model.
Read the case study →I write about AI engineering, share what I learn, and enjoy connecting with people who build interesting things.