I build full-stack web applications and AI-powered systems that solve real operational problems, not just prototypes, but production-ready software deployed in live environments. My stack centers on React, Next.js, Laravel, and PostgreSQL on the frontend and backend, with AWS (S3, EC2, Lambda, Bedrock) for cloud infrastructure and AI integrations. I'm comfortable across the full delivery cycle, from architecture and development to deployment and CI/CD. One of my projects is an AI-powered after-call-work automation platform deployed in a major Singapore government contact centre. It uses vector embeddings for case classification and LLMs to auto-generate summaries and structured data, writing results directly back to the CRM, cutting manual work for agents and improving operational efficiency by 30%. I also built a volunteer management portal for a major Singapore non-profit, handling opportunity listings, self-service sign-ups, attendance tracking, and CRM integration, eliminating most of the administrative overhead their staff previously handled manually. If you need a developer who can own a feature end-to-end, integrate AI into your workflows, or build systems that actually get used in production — let's talk.…I build full-stack web applications and AI-powered systems that solve real operational problems, not just prototypes, but production-ready software deployed in live environments. My stack centers on React, Next.js, Laravel, and PostgreSQL on the frontend and backend, with AWS (S3, EC2, Lambda, Bedrock) for cloud infrastructure and AI integrations. I'm comfortable across the full delivery cycle, from architecture and development to deployment and CI/CD. One of my projects is an AI-powered after-call-work automation platform deployed in a major Singapore government contact centre. It uses vector embeddings for case classification and LLMs to auto-generate summaries and structured data, writing results directly back to the CRM, cutting manual work for agents and improving operational efficiency by 30%. I also built a volunteer management portal for a major Singapore non-profit, handling opportunity listings, self-service sign-ups, attendance tracking, and CRM integration, eliminating most of the administrative overhead their staff previously handled manually. If you need a developer who can own a feature end-to-end, integrate AI into your workflows, or build systems that actually get used in production — let's talk.WWWW…