I Ship Fast and Fail Cheap with Business-Informed Code
Business wisdom + AI-assisted development = smart technical bets that validate quickly. I help SMEs test the right assumptions fast, not build perfect solutions slowly.
Why I Bridge Business and Technical
Business context guides my technical decisions, so I ship fast and fail cheap.
Ray of Joy Therapy: Healthcare compliance shaped the architecture.
The Sustainability Service: Research workflows drove the tech stack.
Want to see how business wisdom creates smarter technical bets?
Our Four-Stage AI Solutions Studio Process
- 01Strategic Formulation
Collaborative analysis and strategic foundation
We start by understanding your unique business challenges and opportunities. Through deep collaboration with your team, we analyze current processes, identify AI potential, and formulate a clear strategic foundation that aligns with your business goals.
- 02Solution Synthesis
Expert studio team and custom development
Our expert studio team designs and develops custom AI solutions tailored to your specific needs. We synthesize cutting-edge AI technologies with your business requirements to create solutions that deliver real value.
- 03Intelligent Integration & Refinement
Seamless implementation and optimization
We seamlessly integrate AI solutions into your existing workflows and systems. Through iterative refinement and optimization, we ensure the solutions work perfectly within your business environment and deliver maximum impact.
- 04Impact & Insight Distillation
Clear metrics and business intelligence
We measure and analyze the impact of implemented solutions, providing clear metrics and actionable business intelligence. You get transparent reporting on ROI, performance improvements, and strategic insights for continued growth.
What I've Shipped for SMEs
Ray of Joy Therapy
https://rayofjoytherapy.com/Fullstack site with Cursor and Claude, plus Airtable automations for speech therapy operations.
The Sustainability Service
https://thesustainabilityservice.orgPrototyping fullstack app with RAG, vector database, and computation for ESG research.
One Dollar Only
https://onedollaronly.com.sgOngoing multi-phase AI implementation with Shopify migration, WhatsApp MCP, and AI literacy training.
Ready to Test and Iterate Faster?
Skip the perfect solution planning. I use AI-assisted tools to run rapid iteration cycles, so we validate what works and reach market faster. Real testing, real learning.
Let's Start Iterating