PORTIFOLIO

AGORA

Mattermost and VS Code, forked and fused into one room where a person and a dozen local CLI agents work on the same codebase. The bottleneck in agentic development is no longer writing code but landing it, so a custom orchestrator watches activity across the channels and the editor and resolves parallel merge conflicts as they happen, instead of leaving a human to referee afterwards. Agents run locally: unlimited, private, and free of a per-token bill.

REPLAY

A cooperative family scenario game about online harm, built on the fact that 84% of Singapore residents meet harmful content but only 8% of bullied youths tell a parent. Every seat is deliberately dealt a different, incomplete view of the same incident and chooses privately; a deterministic engine resolves the outcome and refuses to let anyone outvote the young person it targets. The credits then reconstruct the real case and turn what each role missed into a conversation.

ANAN 安安

An autonomous care companion for seniors living alone, built on the premise that silence is an input. A seven-phase kernel — wake, think, revalidate, gate, act, receipt, commit — writes an auditable row before each phase may begin, so nothing it does is narration. When a morning check-in goes unanswered it walks a family contact tree on its own; on-device camera CV screens stroke symmetry, mobility and heart rate without a frame ever leaving the phone.

KAMPUNG KAKI

A live, role-aware map of Singapore that gives citizens, responders, and operations teams one shared emergency picture. SOS signals, reports, live public data, dispatch, and grounded AI guidance all flow through a canonical MQTT and Redis state layer.

The Architect's co-pilot. Researches across papers, repos, threads, and the web; outputs cited 22-section technical blueprints with Mermaid C4 diagrams.

MERA

Local-first health companion utilizing a 478-point facial mesh and rPPG for edge-computed vital sign monitoring.

SHOPPO

Telegram-native shopping agent that turns messy user intent into TinyFish marketplace fan-out, evidence-backed ranking, and a clearer shortlist.

Privacy-focused desktop assistant with offline Ollama IPC orchestration and built-in task management.