Manufacturing Planning Management System
25%Throughput gain
A multi-tenant, cloud-native SaaS platform that optimizes manufacturing scheduling using intelligent algorithms and a conversational AI interface.
I build full-stack platforms, ML systems, and factory-automation tooling for the semiconductor industry — turning complex problems into reliable, high-performance software.
About
I'm a software engineer based in Singapore. I work across the stack — from Django and React SaaS platforms, to LangChain/RAG agents over MES data, to computer vision pipelines deployed on real bonding lines.
My background spans multi-tenant SaaS, MLOps, and AWS serverless architectures. Outside the day job, I mentor and judge at hackathons across Southeast Asia — Google Developer Groups, MMU CodeNection, UMHackathon, and USM Varsity.
Currently
Project Manager / Senior Software Engineer
Innowave Tech Pte. Ltd.
Singapore · Sep 2025 - Present
Education
Bachelor of Computer Science (Honours)
Universiti Sains Malaysia
2021 - 2025 · Penang, Malaysia
Projects
A mix of platform engineering, ML systems, and industrial tooling. Click any project for the full case study.
25%Throughput gain
A multi-tenant, cloud-native SaaS platform that optimizes manufacturing scheduling using intelligent algorithms and a conversational AI interface.
78%Match prediction accuracy
A web application that streamlines sports tournament management with live score tracking, real-time player rankings, and AI performance analytics.
80%Manual inspection time cut
An industrial automation platform integrating Advanced Computer Vision for semiconductor defect detection with real-time data analytics from bonding equipment.
Experience
A snapshot of my current role and recent work. Full history on the experience page.
Previously Software Engineer here (Apr 2025 - Sep 2025)
Leading factory automation and AI agent projects for semiconductor manufacturers across Southeast Asia, while directing vendor partnerships and AWS-based platform architecture.
View role
Previously
All rolesTech stack
A focused core I lean on every day, with broad coverage across the rest of the stack.
Core focus
Beyond work
What I do outside the day job — and the credentials behind the work.
Get in touch
Open to interesting roles, freelance, and conversations about full-stack, ML, or industrial automation.