Portfolio
Real AI implementations that ship. From enterprise voice agents to SME solutions.
Featured Project
NTUC Navigator
Employee benefits navigation tool built with AI-assisted development. Firecrawl scraping + lightweight RAG for intelligent search across 33+ NTUC services.
Key Result
Successful UAT with high usability scores. Demonstrated that AI-assisted development can ship quality enterprise tools quickly.
Strategic Partnerships
One Dollar Only
Shopify migration and WhatsApp integration for family-run e-commerce business.
The Challenge
Family-run e-commerce business needed modern e-commerce platform with better customer communication.
My Approach
Phased implementation: Shopify migration for storefront, WhatsApp MCP integration for customer comms.
The Result
Successful migration with improved operations and streamlined customer communication.
Ray of Joy Therapy
Full-stack website with Airtable automation for speech therapy practice operations.
The Challenge
Speech therapy practice needed website and client management with healthcare compliance requirements.
My Approach
Compliance-first architecture with data isolation, audit trails, and Airtable for practice management.
The Result
Delivered compliant solution the practice can grow with. Compliance shapes every technical decision.
Research & Prototypes
The Sustainability Service
Research platform prototype with RAG, vector database, and computational analysis for ESG research.
The Challenge
ESG researchers needed to process unstructured data with uncertainty and citation requirements.
My Approach
Context-preserving RAG system with source attribution and uncertainty handling built into core architecture.
The Result
Working prototype researchers can trust. Research applications need different AI architectures than customer service.
Portfolio Insights
Featured Service
Voice Agents
AI that speaks for you
24/7 agents that answer questions, qualify leads, and book meetings. Try ours on the page.