AI Solutions I've Shipped for SMEs
Real AI implementations that deliver measurable results. From workflow automation to intelligent agents—see how I build solutions in weeks, not months.
Business Wisdom Meets Technical Speed
Each project shows how business context guides technical decisions to ship fast and fail cheap. See how I bridge technical and non-technical worlds to validate the right assumptions quickly.
Ray of Joy Therapy
https://rayofjoytherapy.com/Fullstack site + Airtable automations for speech therapy operations.
Outcome:
Business insight: Healthcare compliance shapes technical architecture from day one.
Learning:
Technical learning: Compliance-first design patterns enable faster iteration within regulatory bounds.
The Sustainability Service
https://thesustainabilityservice.orgPrototyping fullstack app with RAG, vector database, and computation for ESG research.
Outcome:
Business insight: Research workflows require uncertainty handling that most AI tools ignore.
Learning:
Technical learning: Context preservation systems are critical for research application success.
One Dollar Only
https://onedollaronly.com.sgMulti-phase AI implementation: Shopify migration, WhatsApp MCP, agentic CS + AI literacy training.
Outcome:
Business insight: E-commerce AI must enhance relationships, not replace human service.
Learning:
Technical learning: Phased implementation with AI literacy training prevents adoption resistance.