Career Journey
Fifteen years across employment and running my own thing, in both directions more than once. The full record, for anyone who wants to check it — the work itself is under Selected Work.
Vuly Play Malaysia Sdn Bhd
Senior Web Developer
Employment
Maintained a live e-commerce platform and redesigned its AI assistant request path from synchronous handling onto queue workers. The architectural change was delivered and merged — in production, AI is an architecture discipline as much as a model one.
Independent AI Engineering Projects
Independent AI Solutions Engineer
Independent
Six deliberate months full time on frontier AI — three feasibility assessments in unrelated domains, two of which I advised against on capital cost.
First published in this periodtulis.app · lukis.app · cakap.app
Sweetmag Solutions (M) Sdn Bhd
Lead Developer
Employment
Seven months, four client engagements — a feasibility study stopped on cost, a price-monitoring MVP, months in a Java codebase outside my usual stack, and the one that went live, where the work became the API contract everyone else built against.
· Singapore · remote
Acceler8 AI Pte Ltd
Freelance Software Developer
Contract
Three months contracted to a Singapore startup, remote — a campaign management dashboard and its reporting, scoped down to what one developer could actually deliver in the time and the infrastructure available.
COSCO Shipping Lines (Malaysia) Sdn Bhd
Senior Business Process Specialist
Employment
A year inside a global shipping operation, building document automation into systems with no API — and the human review queue, not the model, is what made it deployable.
Frenbase Sdn Bhd
Solutions Architect · Technical Operations Lead
Own venture
A year running my own e-commerce venture — bought the commerce engine rather than building one, and closed the company while there was still money in the account.
Innity Sdn Bhd
Senior Software Engineer
Employment
Returned at a senior grade to migrate the same platform onto a new API surface — batching telemetry out of band, moving reports onto workers.
Kamfu Enterprise
Solution Architect / Full-Stack Software Engineer
Own venture
Two years running my own company — sold, scoped and built 15+ automation pipelines for SMEs who needed a price list watched, not a platform built.
Innity Sdn Bhd
Software Engineer
Employment
Nearly six years deep in one ad platform — four as its sole front-end engineer rebuilding the operator surfaces, then a year and a half building its self-serve marketplace.
Certifications
- AI Fundamentals — Google (Coursera), 2026 · verifiable
- Cloud Technical Series: Gemini at Work Edition — Google Cloud, 2025
- Crash Course on Python — Google (Coursera), 2023
Education
Diploma in Network Information Management, Feng Chia University, Taiwan
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