Experience
Where I've worked
A timeline of the teams I've worked with and what we shipped together.
Innowave Tech Pte. Ltd.
SingaporeProject Manager / Senior Software Engineer
Leading factory automation and AI agent projects for semiconductor manufacturers across Southeast Asia, while directing vendor partnerships and AWS-based platform architecture.
- Led factory automation for a major IDM's Southeast Asian facility, architecting a Python-based solution integrating advanced computer vision for defect detection with real-time data analytics from bonding equipment (Die, Clip, Wire Bonding) — 80% reduction in manual inspection and alarm handling time
- Directed an AI Agent research project for a global semiconductor manufacturer, building a LangChain/RAG-based agent over real-time MES processing data with quality parameters, reducing root cause analysis time for backend packaging issues
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Software Engineer
Built backend microservices and MLOps pipelines for customer-facing SaaS products in the semiconductor space, while partnering with product marketing and early-adopter customers to drive product-market fit.
- Engineered backend microservices and MLOps pipelines for customer-facing SaaS products (iWave Autopilot, iWave ZeroDefect), enabling remote equipment monitoring and real-time yield loss prediction; collaborated with China-based UI/UX teams to redesign dashboards aligned with corporate brand guidelines
- Partnered with product marketing to translate technical features — backend reliability, API security, and predictive analytics — into customer-facing value propositions for semiconductor trade shows, directly contributing to new pilot agreements
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SuDu.AI (A Serious AI Sdn. Bhd)
Kuala Lumpur, MalaysiaSoftware Engineer
Full-stack development on a multi-tenant SaaS Manufacturing Execution System using Django and React.
- Designed and developed a scalable, multi-tenant SaaS MES with production scheduling, inventory control, and real-time analytics, improving operational throughput by 25%
- Architected 15+ high-performance REST APIs, optimized PostgreSQL schemas, and deployed async task processing with Celery and Redis
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Zelcos Laboratory
Penang, MalaysiaSoftware Engineer Intern
Optimized enterprise MRP systems and built production-grade APIs.
- Optimized MRP system to handle 2x higher workload by streamlining database operations and automating background tasks
- Built 12+ production-grade APIs sustaining 99.95% uptime
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National Instruments (Emerson)
Penang, MalaysiaSoftware Engineer Intern
Enhanced test automation and infrastructure for hardware testing workflows.
- Contributed Python/C++ scripts to automate Thunderbolt testing workflows, reducing manual effort by 3 person-weeks per cycle
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Fusionex Group
Kuala Lumpur, MalaysiaSoftware Engineer Intern
Data engineering and software development for an enterprise big-data analytics platform.
- Contributed to data engineering and software development for an enterprise big-data analytics platform, gaining first hands-on experience with production data pipelines and team-based development
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