From Pixels to Systems

I spent over a decade as a Senior Graphic Designer — crafting brand identities, key visuals, and campaigns for industries like F&B, bakery, coffee, and beauty. Along the way, I won 11 international design competitions across logo, signage, billboard, and mascot categories.

When AI began reshaping the creative industry — from automated design tools to generative content — something in me clicked. My background in Informatics Engineering and Information Systems had always been there, dormant beneath years of visual design work. AI awakened that instinct. I started learning how AI works, how to direct it, and how to build with it — moving from designing visuals to designing systems.

I have developed AI-powered digital systems for various use cases:

• Blockchain-based Digital CertificatesSHA-256 hashing, Arweave permaweb, Polygon blockchain
• Multi-Store Business Intelligence DashboardElectron desktop app for Shopee sellers
• Automated Trading AgentSolana DLMM with backtesting framework
• Tax Reconciliation Engine5-layer matching for eBupot compliance
• Product Catalog with CMSFull-stack web application for SME clients

Every project I build is engineered with discipline: blueprints, development logs, and problem-synthesis from multiple AI models. That's what separates a prototype from a product.

AI generates. I orchestrate. I hold the vision, make architectural decisions, and use AI as my development team — turning ideas into deployable systems.

My work sits at the intersection of design, technology, and business. That's where I bring the most value.